Publications

2018

The Sparse Manifold Transform

Chen, Y., Paiton, D. M., & Olshausen B. A.
arXiv preprint (2018), arXiv:1806.08887
X

@article{chen2018sparse,
title={The Sparse Manifold Transform},
author={Chen, Yubei and Paiton, Dylan M. and Olshausen, Bruno A.},
journal={arXiv preprint arXiv:1806.08887},
year={2018}
}

Citation arXiv

Generalization Challenges for Neural Architectures in Audio Source Separation

Mobin, S., Cheung, B., & Olshausen, B.
arXiv (2018), (ICASSP Submission)
X

@article{mobin2018convolutional,
title={Convolutional vs. Recurrent Neural Networks for Audio Source Separation},
author={Mobin, Shariq and Cheung, Brian and Olshausen, Bruno},
journal={arXiv preprint arXiv:1803.08629},
year={2018}
}

Citation arXiv

A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks

Frady, E. P., Kleyko, D., & Sommer, F. T.
Neural Computation (2018), 30(6), 1449-1513.
X

@article{frady2018theory,
title={A theory of sequence indexing and working memory in recurrent neural networks},
author={Frady, E Paxon and Kleyko, Denis and Sommer, Friedrich T},
journal={Neural Computation},
number={30(6)},
pages={1449-1513},
year={2018},
publisher={MIT Press}
}

Citation PDF Neural Computation

The High-Dimensional Geometry of Binary Neural Networks

Anderson, A. G. & Berg, C. P.
International Conference on Learning Representations (ICLR 2018)
X

@inproceedings{anderson18binary,
author = {Alexander. G. Anderson and Cory. P. Berg},
booktitle = {Proceedings of the International Conference on Learning Representations (ICLR)},
title = {The High-Dimensional Geometry of Binary Neural Networks},
year = {2018}
}

Citation Code arXiv

Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage

Zarcone, R., Paiton, D., Anderson, A., Engel, J., Wong, H.S. P., & Olshausen, B.
Data Compression Conference (DCC 2018)
X

@inproceedings{zarcone2018joint,
  title={Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage},
  author={Zarcone, Ryan and Paiton, Dylan and Anderson, Alex and Engel, Jesse and Wong, HS Philip and Olshausen, Bruno},
  booktitle={2018 Data Compression Conference},
  year={2018},
  organization={IEEE}
}

Citation IEEE

Active State Organization of Spontaneous Behavioral Patterns

Hillar, C., Onnis, C., Rhea, D., & Tecott, L.
Nature Scientific Reports (2018), 8(1064)
X

@article{hillar2018active,
title={Active State Organization of Spontaneous Behavioral Patterns},
author={Hillar, C. and Onnis, G. and Rhea, D. and Tecott, L.},
journal={Nature Scientific Reports},
year={2018},
volume={8},
number={1064}
}

Citation PDF

Robust Exponential Memory in Hopfield Networks

Hillar, C. J., & Tran, N. M.
The Journal of Mathematical Neuroscience (2018), 8(1), 1
X

@article{hillar2018robust,
title={Robust Exponential Memory in Hopfield Networks},
author={Hillar, Christopher J. and Tran, Ngoc M.},
journal={The Journal of Mathematical Neuroscience},
year={2018},
volume={8},
number={1},
pages={1}
}

Citation PDF

2017

Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials

Rahimi, A., Tchouprina, A., Kanerva, P., Millàn, J.D.R., & Rabaey, J. M.
ACM Mobile Networks and Applications (2017), 1-12
X

@Article{rahimi2017hyperdimensional,
title={Hyperdimensional Computing for Blind and One-Shot Classification of EEG Error-Related Potentials},
author={Rahimi, Abbas and Tchouprina, Artiom and Kanerva, Pentti and Mill{\’a}n, Jos{\’e} del R. and Rabaey, Jan M.},
journal={Mobile Networks and Applications},
publisher={ACM (Springer)},
pages={1-12},
year={2017},
month={Oct},
day={03},
issn={1572-8153},
doi={10.1007/s11036-017-0942-6}
}

Citation PDF

High-dimensional computing as a nanoscalable paradigm

Rahimi, A., Datta, S., Kleyko, D., Frady, E. P., Olshausen, B., Kanerva, P., & Rabaey, J. M.
IEEE Transactions on Circuits and Systems I: Regular Papers (2017), 64(9), 2508-2521
X

@article{rahimi2017high,
title={High-dimensional computing as a nanoscalable paradigm},
author={Rahimi, Abbas and Datta, Sohum and Kleyko, Denis and Frady, Edward Paxon and Olshausen, Bruno and Kanerva, Pentti and Rabaey, Jan M},
journal={IEEE Transactions on Circuits and Systems I: Regular Papers},
volume={64},
number={9},
pages={2508–2521},
year={2017},
publisher={IEEE}
}

Citation PDF

Minimum and maximum entropy distributions for binary systems with known means and pairwise correlations

Albanna, B., Hillar, C., Sohl-Dickstein, J., & DeWeese, M.
Entropy (2017), 19(8), 427
X

@article{albanna2017minimum,
title={Minimum and maximum entropy distributions for binary systems with known means and pairwise correlations},
author={Albanna, B. and Hillar, C. and Sohl-Dickstein, J. and DeWeese, M.},
journal={Entropy},
volume={19},
number={8},
pages={427},
year={2017},
publisher={Multidisciplinary Digital Publishing Institute}
}

Citation PDF

Sparse codes from memristor grids

Olshausen, B. A. & Rozell, C. J.
Nature Nanotechnology (2017), 12(8)
X

@article{olshausen2017sparse,
title={Sparse codes from memristor grids},
author={Olshausen, Bruno A and Rozell, Christopher J},
journal={Nature nanotechnology},
volume={12},
number={8},
pages={722},
year={2017},
publisher={Nature Publishing Group}
}

Citation PDF

Annealed Generative Adversarial Networks

Mehrjou, A., Schölkopf, B., & Saremi, S.
arXiv preprint (2017), arXiv:1705.07505
X

@article{mehrjou2017annealed,
title={Annealed Generative Adversarial Networks},
author={Mehrjou, Arash and Sch{\”o}lkopf, Bernhard and Saremi, Saeed},
journal={arXiv preprint arXiv:1705.07505},
year={2017}
}

Citation arXiv

Emergence of foveal image sampling from learning to attend in visual scenes

Cheung, B., Weiss, E., & Olshausen, B.
International Conference on Learning Representations (ICLR 2017)
X

@inproceedings{cheung2017emergence,
title={Emergence of foveal image sampling from learning to attend in visual scenes},
author={Cheung, Brian and Weiss, Eric and Olshausen, Bruno},
booktitle={International Conference on Learning Representations (ICLR)},
year={2017}
}

Citation PDF

Revisiting Perceptual Distortion for Natural Images: Mean Discrete Structural Similarity Index

Hillar, C., & Marzen, S.
IEEE Data Compression Conference (DCC 2017), 241-249
X

@inproceedings{hillar2017revisiting,
title={Revisiting Perceptual Distortion for Natural Images: Mean Discrete Structural Similarity Index},
author={Hillar, Christopher and Marzen, Sarah},
booktitle={Data Compression Conference (DCC), 2017},
pages={241–249},
year={2017},
organization={IEEE}
}

Citation PDF

Neural network coding of natural images with applications to pure mathematics

Hillar, C. J., & Marzen, S. E.
Algebraic and Geometric Methods in Discrete Mathematics (2017), 685, 189
X

@article{hillar2017neural,
title={Neural network coding of natural images with applications to pure mathematics},
author={Hillar, Christopher J and Marzen, Sarah E},
journal={Algebraic and Geometric Methods in Discrete Mathematics},
volume={685},
pages={189},
year={2017},
publisher={American Mathematical Soc.}
}

Citation Reprint

Opportunities for analog coding in emerging memory systems

Engel, J. H., Eryilmaz, S. B., Kim, S., BrightSky, M., Lam, C., Lung, H., Olshausen, B. A., & Wong, H. S. P.
arXiv preprint (2017), arXiv:1701.06063
X

@article{engel2017opportunities,
title={Opportunities for analog coding in emerging memory systems},
author={Engel, Jesse H. and Eryilmaz, S. Burc and Kim, SangBum and BrightSky, Matthew and Lam, Chung and Lung, Hsiang-Lan and Olshausen, Bruno A. and Wong, H.-S. Philip},
journal={arXiv preprint arXiv:1701.06063},
year={2017}
}

Citation arXiv

2016

Weak universality in sensory tradeoffs

Marzen, S., & DeDeo, S.
Physical Review E (2016), 94(6), 060101
X

@article{marzen2016weak,
title={Weak universality in sensory tradeoffs},
author={Marzen, Sarah and DeDeo, Simon},
journal={Physical Review E},
volume={94},
number={6},
year={2016}
}

Citation PDF

A neural model of high-acuity vision in the presence of fixational eye movements

Anderson, A. G., Olshausen, B. A., Ratnam, K., & Roorda, A.
IEEE Asilomar Conference on Signals, Systems, and Computers (2016), 588-592
X

@inproceedings{anderson2016neural,
title={A neural model of high-acuity vision in the presence of fixational eye movements},
author={Anderson, Alexander G and Olshausen, Bruno A and Ratnam, Kavitha and Roorda, Austin},
booktitle={Signals, Systems and Computers, 2016 50th Asilomar Conference on},
pages={588–592},
year={2016},
organization={IEEE}
}

Citation PDF

Predictive rate-distortion for infinite-order Markov processes

Marzen, S., & Crutchfield, J. P.
Journal of Statistical Physics (2016), 163(6), 1312-1338
X

@article{marzen2016predictive,
title={Predictive rate-distortion for infinite-order Markov processes},
author={Marzen, Sarah E and Crutchfield, James P},
journal={Journal of Statistical Physics},
volume={163},
number={6},
pages={1312–1338},
year={2016},
publisher={Springer}
}

Citation PDF

DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies

Anderson, A. G., Berg, C. P., Mossing, D. P., & Olshausen, B. A.
arXiv preprint (2016), arXiv:1605.08153
X

@article{anderson2016deepmovie,
title={DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies},
author={Anderson, Alexander G and Berg, Cory P and Mossing, Daniel P and Olshausen, Bruno A},
journal={arXiv preprint arXiv:1605.08153},
year={2016}
}

Citation arXiv

Direct imaging of hippocampal epileptiform calcium motifs following kainic acid administration in freely behaving mice

Berdyyeva, T.K., Frady, E.P., Nassi, J.J., Aluisio, L., Cherkas, Y., Otte, S., Wyatt, R.M., Dugovic, C., Ghosh, K.K., Schnitzer, M.J., & Lovenberg, T.
Frontiers in neuroscience (2016), 10, 53
X

@article{berdyyeva2016direct,
title={Direct imaging of hippocampal epileptiform calcium motifs following kainic acid administration in freely behaving mice},
author={Berdyyeva, Tamara K and Frady, E Paxon and Nassi, Jonathan J and Aluisio, Leah and Cherkas, Yauheniya and Otte, Stephani and Wyatt, Ryan M and Dugovic, Christine and Ghosh, Kunal K and Schnitzer, Mark J and Lovenberg, Timothy and Bonaventure, Pascal},
journal={Frontiers in neuroscience},
volume={10},
pages={53},
year={2016},
publisher={Frontiers}
}

Citation PDF

2015

Neurodata without borders: creating a common data format for neurophysiology

Teeters, J. L., Godfrey, K., Young, R., Dang, C., Friedsam, C., Wark, B., Asari, H., Peron, S., Li, N., Peyrache, A., & Denisov, G.
Neuron (2015), 88(4), 629-634
X

@article{teeters2015neurodata,
title={Neurodata without borders: creating a common data format for neurophysiology},
author={Teeters, Jeffery L and Godfrey, Keith and Young, Rob and Dang, Chinh and Friedsam, Claudia and Wark, Barry and Asari, Hiroki and Peron, Simon and Li, Nuo and Peyrache, Adrien and others},
journal={Neuron},
volume={88},
number={4},
pages={629–634},
year={2015},
publisher={Elsevier}
}

Citation PDF

When can dictionary learning uniquely recover sparse data from subsamples?

Hillar, C. J., & Sommer, F. T.
IEEE Transactions on Information Theory (2015), 61(11), 6290-6297
X

@article{hillar2015can,
title={When can dictionary learning uniquely recover sparse data from subsamples?},
author={Hillar, Christopher J and Sommer, Friedrich T},
journal={IEEE Transactions on Information Theory},
volume={61},
number={11},
pages={6290–6297},
year={2015},
publisher={IEEE}
}

Citation PDF

Discovery of salient low-dimensional dynamical structure in neuronal population activity using hopfield networks

Effenberger, F., & Hillar, C.
International Workshop on Similarity-Based Pattern Recognition (2015), 199-208
X

@inproceedings{effenberger2015discovery,
title={Discovery of salient low-dimensional dynamical structure in neuronal population activity using hopfield networks},
author={Effenberger, Felix and Hillar, Christopher},
booktitle={International Workshop on Similarity-Based Pattern Recognition},
pages={199–208},
year={2015},
organization={Springer}
}

Citation PDF

Exploring discrete approaches to lossy compression schemes for natural image patches

Mehta, R., Marzen, S., & Hillar, C.
IEEE European Conference on Signal Processing (EUSIPCO 2015), 2236-2240
X

@inproceedings{mehta2015exploring,
title={Exploring discrete approaches to lossy compression schemes for natural image patches},
author={Mehta, Ram and Marzen, Sarah and Hillar, Christopher},
booktitle={Signal Processing Conference (EUSIPCO), 2015 23rd European},
pages={2236–2240},
year={2015},
organization={IEEE}
}

Citation PDF

Time resolution dependence of information measures for spiking neurons: Scaling and universality

Marzen, S. E., DeWeese, M. R., & Crutchfield, J. P.
Frontiers in computational neuroscience (2015), 9
X

@article{marzen2015time,
title={Time resolution dependence of information measures for spiking neurons: Scaling and universality},
author={Marzen, Sarah E and DeWeese, Michael R and Crutchfield, James P},
journal={Frontiers in computational neuroscience},
volume={9},
year={2015},
publisher={Frontiers Media SA}
}

Citation PDF

Robust discovery of temporal structure in multi-neuron recordings using Hopfield networks

Hillar, C., & Effenberger, F.
Procedia Computer Science (2015), 53, 365-374
X

@article{hillar2015robust,
title={Robust discovery of temporal structure in multi-neuron recordings using Hopfield networks},
author={Hillar, Christopher and Effenberger, Felix},
journal={Procedia Computer Science},
volume={53},
pages={365–374},
year={2015},
publisher={Elsevier}
}

Citation PDF

Informational and causal architecture of discrete-time renewal processes

Marzen, S. E., & Crutchfield, J. P.
Entropy (2015), 17(7), 4891-4917
X

@article{marzen2015informational,
title={Informational and causal architecture of discrete-time renewal processes},
author={Marzen, Sarah E and Crutchfield, James P},
journal={Entropy},
volume={17},
number={7},
pages={4891–4917},
year={2015},
publisher={Multidisciplinary Digital Publishing Institute}
}

Citation PDF

Rats Exert Executive Control

Carels, V. M., & DeWeese, M. R.
Neuron (2015), 86(6), 1324-1326
X

@article{carels2015rats,
title={Rats Exert Executive Control},
author={Carels, Vanessa M and DeWeese, Michael R},
journal={Neuron},
volume={86},
number={6},
pages={1324–1326},
year={2015},
publisher={Elsevier}
}

Citation PDF

A device for human ultrasonic echolocation

Sohl-Dickstein, J., Teng, S., Gaub, B. M., Rodgers, C. C., Li, C., DeWeese, M. R., & Harper, N. S.
IEEE Transactions on Biomedical Engineering (2015), 62(6), 1526-1534
X

@article{sohl2015device,
title={A device for human ultrasonic echolocation},
author={Sohl-Dickstein, Jascha and Teng, Santani and Gaub, Benjamin M and Rodgers, Chris C and Li, Crystal and DeWeese, Michael R and Harper, Nicol S},
journal={IEEE Transactions on Biomedical Engineering},
volume={62},
number={6},
pages={1526–1534},
year={2015},
publisher={IEEE}
}

Citation PDF

Signatures of infinity: Nonergodicity and resource scaling in prediction, complexity, and learning

Crutchfield, J. P., & Marzen, S.
Physical Review E (2015), 91(5), 050106
X

@article{crutchfield2015signatures,
title={Signatures of infinity: Nonergodicity and resource scaling in prediction, complexity, and learning},
author={Crutchfield, James P and Marzen, Sarah},
journal={Physical Review E},
volume={91},
number={5},
pages={050106},
year={2015},
publisher={APS}
}

Citation PDF

Discovering Hidden Factors of Variation in Deep Networks

Cheung, B., Livezey, J. A., Bansal, A. K., & Olshausen, B. A.
International Conference on Learning Representations (ICLR 2015), workshop
X

@inproceedings{cheung2015discovering,
title={Discovering Hidden Factors of Variation in Deep Networks},
author={Cheung, B. and Livezey, J.A. and Bansal, A.K. and Olshausen, B.A.},
booktitle={International Conference on Learning Representations (ICLR 2015), Workshop},
year={2015}
}

Citation arXiv

Stereopsis is adaptive for the natural environment

Sprague, W. W., Cooper, E. A., Tošić, I., & Banks, M. S.
Science Advances (2015), 1(4), e1400254
X

@article{sprague2015stereopsis,
title={Stereopsis is adaptive for the natural environment},
author={Sprague, William W and Cooper, Emily A and To{\v{s}}i{\’c}, Ivana and Banks, Martin S},
journal={Science Advances},
volume={1},
number={4},
pages={e1400254},
year={2015},
publisher={American Association for the Advancement of Science}
}

Citation PDF

A Hadamard-type lower bound for symmetric diagonally dominant positive matrices

Hillar, C. J., & Wibisono, A.
Linear Algebra and its Applications (2015), 472, 135-141
X

@article{hillar2015hadamard,
title={A Hadamard-type lower bound for symmetric diagonally dominant positive matrices},
author={Christopher J. Hillar and Andre Wibisono},
journal={Linear Algebra and its Applications},
volume={472},
pages={135 – 141},
year={2015}
}

Citation PDF

ViSAPy: A Python tool for biophysics-based generation of virtual spiking activity for evaluation of spike-sorting algorithms

Hagen, E., Ness, T.V., Khosrowshahi, A., Sørensen, C., Fyhn, M., Hafting, T., Franke, F., & Einevoll, G.T.
Journal of neuroscience methods (2015), 245, 182-204
X

@article{hagen2015visapy,
title={ViSAPy: A Python tool for biophysics-based generation of virtual spiking activity for evaluation of spike-sorting algorithms},
author={Hagen, Espen and Ness, Torbj{\o}rn V and Khosrowshahi, Amir and S{\o}rensen, Christina and Fyhn, Marianne and Hafting, Torkel and Franke, Felix and Einevoll, Gaute T},
journal={Journal of neuroscience methods},
volume={245},
pages={182–204},
year={2015},
publisher={Elsevier}
}

Citation PDF

Deep unsupervised learning using nonequilibrium thermodynamics

Sohl-Dickstein, J., Weiss, E. A., Maheswaranathan, N., & Ganguli, S.
arXiv preprint (2015), arXiv:1503.03585
X

@article{sohl2015deep,
title={Deep unsupervised learning using nonequilibrium thermodynamics},
author={Sohl-Dickstein, Jascha and Weiss, Eric A and Maheswaranathan, Niru and Ganguli, Surya},
journal={arXiv preprint arXiv:1503.03585},
year={2015}
}

Citation arXiv

2014

Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering--preliminary report"

Crutchfield, J. P., James, R. G., Marzen, S., Varn, D. P.
arXiv preprint (2014), arXiv:1412.8520
X

@article{crutchfield2014understanding,
title={Understanding and Designing Complex Systems: Response to “A framework for optimal high-level descriptions in science and engineering–preliminary report”},
author={Crutchfield, James P. and James, Ryan G. and Marzen, Sarah and Varn, Dowman P.},
journal={arXiv preprint arXiv:1412.8520},
year={2014}
}

Citation arXiv

Capacity optimization of emerging memory systems: A shannon-inspired approach to device characterization

Engel, J.H., Eryilmaz, S.B., Kim, S., BrightSky, M., Lam, C., Lung, H.L., Olshausen, B.A. & Wong, H.S.P.
IEEE International Electron Devices Meeting (IEDM 2014), 29.4.1-29.4.4
X

@inproceedings{engel2014capacity,
title={Capacity optimization of emerging memory systems: A shannon-inspired approach to device characterization},
author={Engel, Jesse H and Eryilmaz, S Burc and Kim, SangBum and BrightSky, Matthew and Lam, Chung and Lung, Hsiang-Lan and Olshausen, Bruno A and Wong, H-S Philip},
booktitle={Electron Devices Meeting (IEDM), 2014 IEEE International},
pages={29–4},
year={2014},
organization={IEEE}
}

Citation PDF

Scalable inference for neuronal connectivity from calcium imaging

Fletcher, A. K., & Rangan, S.
Advances in Neural Information Processing Systems (NIPS 2014), 2843-2851
X

@inproceedings{fletcher2014scalable,
title={Scalable inference for neuronal connectivity from calcium imaging},
author={Fletcher, Alyson K and Rangan, Sundeep},
booktitle={Advances in Neural Information Processing Systems},
pages={2843–2851},
year={2014}
}

Citation PDF

Information-based learning by agents in unbounded state spaces

Mobin, S. A., Arnemann, J. A., & Sommer, F.
Advances in Neural Information Processing Systems (NIPS 2014), 3023-3031
X

@inproceedings{mobin2014information,
title={Information-based learning by agents in unbounded state spaces},
author={Mobin, Shariq A and Arnemann, James A and Sommer, Friedrich},
booktitle={Advances in Neural Information Processing Systems},
pages={3023–3031},
year={2014}
}

Citation PDF

The neural code for auditory space depends on sound frequency and head size in an optimal manner

Harper, N. S., Scott, B. H., Semple, M. N., & McAlpine, D.
PloS One (2014), 9(11), e108154
X

@article{harper2014neural,
title={The neural code for auditory space depends on sound frequency and head size in an optimal manner},
author={Harper, Nicol S and Scott, Brian H and Semple, Malcolm N and McAlpine, David},
journal={PloS one},
volume={9},
number={11},
pages={e108154},
year={2014},
publisher={Public Library of Science}
}

Citation PDF

Perception as an inference problem

Olshausen, B. A.
In: The Cognitive Neurosciences, 5th edition (2014), MIT Press
X

@incollection{olshausen2014perception,
title={Perception as an inference problem},
author={Olshausen, Bruno A},
booktitle={The Cognitive Neurosciences V},
editor={Gazzaniga, M. and Mangun, R.},
year={2014},
publisher={MIT Press},
address={Cambridge, MA}
}

Citation PDF

A hopfield recurrent neural network trained on natural images performs state-of-the-art image compression

Hillar, C., Mehta, R., & Koepsell, K.
IEEE International Conference on Image Processing (ICIP 2014), 4092-4096
X

@inproceedings{hillar2014hopfield,
title={A hopfield recurrent neural network trained on natural images performs state-of-the-art image compression},
author={Hillar, Christopher and Mehta, Ram and Koepsell, Kilian},
booktitle={Image Processing (ICIP), 2014 IEEE International Conference on},
pages={4092–4096},
year={2014},
organization={IEEE}
}

Citation PDF

Computing with 10,000-bit words

Kanerva, P.
52nd Annual Allerton Conference on Communication, Control, and Computing (2014), 304-310
X

@inproceedings{kanerva2014computing,
title={Computing with 10,000-bit words},
author={Kanerva, Pentti},
booktitle={Communication, Control, and Computing (Allerton), 2014 52nd Annual Allerton Conference on},
pages={304–310},
year={2014},
organization={IEEE}
}

Citation PDF

Information anatomy of stochastic equilibria

Marzen, S., & Crutchfield, J. P.
Entropy (2014), 16(9), 4713-4748
X

@article{marzen2014information,
title={Information anatomy of stochastic equilibria},
author={Marzen, Sarah and Crutchfield, James P},
journal={Entropy},
volume={16},
number={9},
pages={4713–4748},
year={2014},
publisher={Multidisciplinary Digital Publishing Institute}
}

Citation PDF

Modeling higher-order correlations within cortical microcolumns

Köster, U., Sohl-Dickstein, J., Gray, C. M., & Olshausen, B. A.
PLoS computational biology (2014), 10(7), e1003684
X

@article{koster2014modeling,
title={Modeling higher-order correlations within cortical microcolumns},
author={K{\”o}ster, Urs and Sohl-Dickstein, Jascha and Gray, Charles M and Olshausen, Bruno A},
journal={PLoS computational biology},
volume={10},
number={7},
pages={e1003684},
year={2014},
publisher={Public Library of Science}
}

Citation PDF

Hamiltonian Monte Carlo Without Detailed Balance

Sohl-Dickstein, J., Mudigonda, M., & DeWeese, M.
International Conference on Machine Learning (ICML 2014), 719-726
X

@inproceedings{sohl2014hamiltonian,
title={Hamiltonian Monte Carlo Without Detailed Balance},
author={Sohl-Dickstein, Jascha and Mudigonda, Mayur and DeWeese, Michael},
booktitle={International Conference on Machine Learning},
pages={719–726},
year={2014}
}

Citation PDF

Neural correlates of task switching in prefrontal cortex and primary auditory cortex in a novel stimulus selection task for rodents

Rodgers, C. C., & DeWeese, M. R.
Neuron (2014), 82(5), 1157-1170
X

@article{rodgers2014neural,
title={Neural correlates of task switching in prefrontal cortex and primary auditory cortex in a novel stimulus selection task for rodents},
author={Rodgers, Chris C and DeWeese, Michael R},
journal={Neuron},
volume={82},
number={5},
pages={1157–1170},
year={2014},
publisher={Elsevier}
}

Citation PDF

Optimal finite-time erasure of a classical bit

Zulkowski, P. R., & DeWeese, M. R.
Physical Review E (2014), 89(5), 052140
X

@article{zulkowski2014optimal,
title={Optimal finite-time erasure of a classical bit},
author={Zulkowski, Patrick R and DeWeese, Michael R},
journal={Physical Review E},
volume={89},
number={5},
pages={052140},
year={2014},
publisher={APS}
}

Citation PDF

Structural synaptic plasticity has high memory capacity and can explain graded amnesia, catastrophic forgetting, and the spacing effect

Knoblauch, A., Körner, E., Körner, U., & Sommer, F. T.
PLoS One (2014), 9(5), e96485
X

@article{knoblauch2014structural,
title={Structural synaptic plasticity has high memory capacity and can explain graded amnesia, catastrophic forgetting, and the spacing effect},
author={Knoblauch, Andreas and K{\”o}rner, Edgar and K{\”o}rner, Ursula and Sommer, Friedrich T},
journal={PLoS One},
volume={9},
number={5},
pages={e96485},
year={2014},
publisher={Public Library of Science}
}

Citation PDF

Spatially distributed local fields in the hippocampus encode rat position

Agarwal, G., Stevenson, I. H., Berényi, A., Mizuseki, K., Buzsáki, G., & Sommer, F. T.
Science (2014), 344(6184), 626-630
X

@article{agarwal2014spatially,
title={Spatially distributed local fields in the hippocampus encode rat position},
author={Agarwal, Gautam and Stevenson, Ian H and Ber{\’e}nyi, Antal and Mizuseki, Kenji and Buzs{\’a}ki, Gy{\”o}rgy and Sommer, Friedrich T},
journal={Science},
volume={344},
number={6184},
pages={626–630},
year={2014},
publisher={American Association for the Advancement of Science}
}

Citation PDF Supplement

Learning joint intensity-depth sparse representations

Tošić, I., & Drewes, S.
IEEE Transactions on Image Processing (2014), 23(5), 2122-2132
X

@article{tosic2014learning,
title={Learning joint intensity-depth sparse representations},
author={Tosic, Ivana and Drewes, Sarah},
journal={IEEE Transactions on Image Processing},
volume={23},
number={5},
pages={2122–2132},
year={2014},
publisher={IEEE}
}

Citation PDF

Neurosharing: large-scale data sets (spike, LFP) recorded from the hippocampal-entorhinal system in behaving rats

Mizuseki, K., Diba, K., Pastalkova, E., Teeters, J., Sirota, A., & Buzsáki, G.
F1000Research (2014), 3(98)
X

@article{mizuseki2014neurosharing,
title={Neurosharing: large-scale data sets (spike, LFP) recorded from the hippocampal-entorhinal system in behaving rats},
author={Mizuseki, Kenji and Diba, Kamran and Pastalkova, Eva and Teeters, Jeff and Sirota, Anton and Buzs{\’a}ki, Gy{\”o}rgy},
journal={F1000Research},
volume={3},
year={2014},
publisher={Faculty of 1000 Ltd}
}

Citation Link

Scene analysis in the natural environment

Lewicki, M. S., Olshausen, B. A., Surlykke, A., & Moss, C. F.
Frontiers in psychology (2014), 5:199
X

@article{lewicki2014scene,
title={Scene analysis in the natural environment},
author={Lewicki, Michael S and Olshausen, Bruno A and Surlykke, Annemarie and Moss, Cynthia F},
journal={Frontiers in psychology},
volume={5},
year={2014},
publisher={Frontiers Media SA}
}

Citation PDF

Statistical wiring of thalamic receptive fields optimizes spatial sampling of the retinal image

Martinez, L. M., Molano-Mazón, M., Wang, X., Sommer, F. T., & Hirsch, J. A.
Neuron (2014), 81(4), 943-956
X

@article{martinez2014statistical,
title={Statistical wiring of thalamic receptive fields optimizes spatial sampling of the retinal image},
author={Martinez, Luis M and Molano-Maz{\’o}n, Manuel and Wang, Xin and Sommer, Friedrich T and Hirsch, Judith A},
journal={Neuron},
volume={81},
number={4},
pages={943–956},
year={2014},
publisher={Elsevier}
}

Citation PDF

2013

Optimal control of transitions between nonequilibrium steady states

Zulkowski, P. R., Sivak, D. A., & DeWeese, M. R.
PLoS one (2013), 8(12), e82754
X

@article{zulkowski2013optimal,
title={Optimal control of transitions between nonequilibrium steady states},
author={Zulkowski, Patrick R and Sivak, David A and DeWeese, Michael R},
journal={PloS one},
volume={8},
number={12},
pages={e82754},
year={2013},
publisher={Public Library of Science}
}

Citation PDF

Learning non-local features for classification using compressed sensing and sparse coding

Mudigonda, M., Muller, N., Joshi, A., Hillar, C., & Sommer, F.
Advances in Neural Information Processing Systems (NIPS 2013), workshop
X

@inproceedings{mudigonda2013learning,
title={Learning non-local features for classification using compressed sensing and sparse coding},
author={Mudigonda, M. and Muller, N. and Joshi, A. and Hillar, C. and Sommer, F.},
booktitle={Advances in Neural Information Processing Systems (NIPS 2013), Workshop},
year={2013}
}

Citation

Testing our conceptual understanding of V1 function

Köster, U., & Olshausen, B.
arXiv preprint (2013), arXiv:1311.0778
X

@article{koster2013testing,
title={Testing our conceptual understanding of V1 function},
author={K{\”o}ster, Urs and Olshausen, Bruno},
journal={arXiv preprint arXiv:1311.0778},
year={2013}
}

Citation arXiv

Most tensor problems are NP-hard

Hillar, C. J., & Lim, L. H.
Journal of the ACM (2013), 60(6), 45
X

@article{hillar2013most,
title={Most tensor problems are NP-hard},
author={Hillar, Christopher J and Lim, Lek-Heng},
journal={Journal of the ACM (JACM)},
volume={60},
number={6},
pages={45},
year={2013},
publisher={ACM}
}

Citation PDF

What Natural Scene Statistics Can Tell Us about Cortical Representation

Olshausen, B. A.
In: The New Visual Neurosciences (2013), MIT Press
X

@incollection{olshausen2013natural,
title={What Natural Scene Statistics Can Tell Us about Cortical Representation},
author={Olshausen, Bruno A},
booktitle={The New Visual Neurosciences},
editor={Werner, John S. and Chalupa, Leo M.},
year={2013},
publisher={MIT Press},
address={Cambridge, MA}
}

Citation PDF

Neural oscillatons and synchrony as mechanisms for coding, communication and computation in the visual system

Sommer, F. T.
In: The New Visual Neurosciences (2013), MIT Press
X

@incollection{sommer2013neural,
title={Neural oscillations and synchrony as mechanisms for coding, communication and computation in the visual system},
author={Sommer, Friedrich},
booktitle={The New Visual Neurosciences},
editor={Werner, John S. and Chalupa, Leo M.},
year={2013},
publisher={MIT Press},
address={Cambridge, MA}
}

Citation Book Link

Inhibitory circuits in the visual thalamus

Hirsch, J.A., Wang, X., Vaingankar, V., & Sommer, F.T.
In: The New Visual Neurosciences (2013), MIT Press
X

@incollection{sommer2013inhibitory,
title={Inhibitory circuits in the visual thalamus},
author={Hirsch, J.A. and Wang, X. and Vaingankar, V. and Sommer, F.T.},
booktitle={The New Visual Neurosciences},
editor={Werner, John S. and Chalupa, Leo M.},
year={2013},
publisher={MIT Press},
address={Cambridge, MA}
}

Citation Book Link

Sparse coding models can exhibit decreasing sparseness while learning sparse codes for natural images

Zylberberg, J., & DeWeese, M. R.
PLoS computational biology, 9(8), e1003182
X

@article{zylberberg2013sparse,
title={Sparse coding models can exhibit decreasing sparseness while learning sparse codes for natural images},
author={Zylberberg, Joel and DeWeese, Michael Robert},
journal={PLoS computational biology},
volume={9},
number={8},
pages={e1003182},
year={2013},
publisher={Public Library of Science}
}

Citation PDF

Maximal mutual information, not minimal entropy, for escaping the “Dark Room” (Comment on "Whatever next? Predictive brains, situated agents, and the future of cognitive science." )

Little, D. Y. J., & Sommer, F. T.
Behavioral and Brain Sciences (2013), 36(3), 220-221
X

@article{little2013maximal,
title={Maximal mutual information, not minimal entropy, for escaping the “Dark Room”},
author={Little, Daniel Ying-Jeh and Sommer, Friedrich Tobias},
journal={Behavioral and Brain Sciences},
volume={36},
number={3},
pages={220–221},
year={2013},
publisher={Cambridge University Press}
}

Citation Link

Measuring information in spike trains about intrinsic brain signals

Agarwal, G., & Sommer, F. T.
In: Spike Timing: Mechanisms and Function (2013), 137-152, CRC Press
X

@incollection{agarwal2013measuring,
title={Measuring information in spike trains about intrinsic brain signals},
author={Agarwal, Gautam and Sommer, Friedrich},
booktitle={Spike Timing: Mechanisms and Function},
editor={DiLorenzo, Patricia M. and Victor, Jonathan D.},
year={2013},
publisher={CRC Press},
address={Boca Raton, FL}
}

Citation Google Books

Up states are rare in awake auditory cortex

Hromádka, T., Zador, A. M., & DeWeese, M. R.
Journal of Neurophysiology (2013), 109(8), 1989-1995
X

@article{hromadka2013up,
title={Up states are rare in awake auditory cortex},
author={Hrom{\’a}dka, Tom{\’a}{\v{s}} and Zador, Anthony M and DeWeese, Michael R},
journal={Journal of Neurophysiology},
volume={109},
number={8},
pages={1989–1995},
year={2013},
publisher={Am Physiological Soc}
}

Citation PDF

Inhibitory interneurons decorrelate excitatory cells to drive sparse code formation in a spiking model of V1

King, P. D., Zylberberg, J., & DeWeese, M. R.
Journal of Neuroscience (2013), 33(13), 5475-5485
X

@article{king2013inhibitory,
title={Inhibitory interneurons decorrelate excitatory cells to drive sparse code formation in a spiking model of V1},
author={King, Paul D and Zylberberg, Joel and DeWeese, Michael R},
journal={Journal of Neuroscience},
volume={33},
number={13},
pages={5475–5485},
year={2013},
publisher={Soc Neuroscience}
}

Citation PDF

Learning and exploration in action-perception loops

Little, D. Y., & Sommer, F. T.
Frontiers in neural circuits (2013), 7
X

@article{little2013learning,
title={Learning and exploration in action-perception loops},
author={Little, Daniel Y and Sommer, Friedrich T},
journal={Frontiers in neural circuits},
volume={7},
year={2013},
publisher={Frontiers Media SA}
}

Citation PDF

Highly overcomplete sparse coding

Olshausen, B. A.
SPIE Human Vision and Electronic Imaging XVIII (2013), Vol. 8651
X

@inproceedings{olshausen2013highly,
title={Highly overcomplete sparse coding},
author={Olshausen, Bruno A},
booktitle={SPIE Human Vision and Electronic Imaging XVIII},
volume={8651},
year={2013}
}

Citation PDF

Maximum entropy distributions on graphs

Hillar, C., & Wibisono, A.
arXiv preprint (2013), arXiv:1301.3321
X

@article{hillar2013maximum,
title={Maximum entropy distributions on graphs},
author={Hillar, Christopher and Wibisono, Andre},
journal={arXiv preprint arXiv:1301.3321},
year={2013}
}

Citation arXiv

2012

Dead leaves and the dirty ground: Low-level image statistics in transmissive and occlusive imaging environments

Zylberberg, J., Pfau, D., & DeWeese, M. R.
Physical Review E (2012), 86(6), 066112
X

@article{zylberberg2012dead,
title={Dead leaves and the dirty ground: Low-level image statistics in transmissive and occlusive imaging environments},
author={Zylberberg, Joel and Pfau, David and DeWeese, Michael Robert},
journal={Physical Review E},
volume={86},
number={6},
pages={066112},
year={2012},
publisher={APS}
}

Citation PDF

Efficient and optimal binary Hopfield associative memory storage using minimum probability flow

Hillar, C., Sohl-Dickstein, J., & Koepsell, K.
Advances in Neural Information Processing Systems (NIPS 2012) workshop on Discrete Optimization in Machine Learning
X

@inproceedings{hillar2012efficient,
title={Efficient and optimal binary Hopfield associative memory storage using minimum probability flow},
author={Hillar, C. and Sohl-Dickstein, J. and Koepsell, K.},
booktitle={Advances in Neural Information Processing Systems (NIPS 2012), workshop on Discrete Optimization in Machine Learning},
year={2012}
}

Citation arXiv

Training sparse natural image models with a fast Gibbs sampler of an extended state space

Theis, L., Sohl-Dickstein, J., & Bethge, M.
Advances in Neural Information Processing Systems (NIPS 2012), 1124-1132
X

@inproceedings{theis2012training,
title={Training sparse natural image models with a fast Gibbs sampler of an extended state space},
author={Theis, Lucas and Sohl-Dickstein, Jascha and Bethge, Matthias},
booktitle={Advances in Neural Information Processing Systems},
pages={1124–1132},
year={2012}
}

Citation PDF

Neurons in the thalamic reticular nucleus are selective for diverse and complex visual features

Vaingankar, V., Soto-Sanchez, C., Wang, X., Sommer, F. T., & Hirsch, J. A.
Frontiers in integrative neuroscience (2012), 6
X

@article{vaingankar2012neurons,
title={Neurons in the thalamic reticular nucleus are selective for diverse and complex visual features},
author={Vaingankar, Vishal and Soto-Sanchez, Cristina and Wang, Xin and Sommer, Friedrich T and Hirsch, Judith A},
journal={Frontiers in integrative neuroscience},
volume={6},
year={2012},
publisher={Frontiers Media SA}
}

Citation PDF

Non-Gaussian statistical properties of breast images

Abbey, C. K., Nosratieh, A., Sohl‐Dickstein, J., Yang, K., & Boone, J. M.
Medical physics (2012), 39(11), 7121-7130
X

@article{abbey2012non,
title={Non-Gaussian statistical properties of breast images},
author={Abbey, Craig K and Nosratieh, Anita and Sohl-Dickstein, Jascha and Yang, Kai and Boone, John M},
journal={Medical physics},
volume={39},
number={11},
pages={7121–7130},
year={2012},
publisher={Wiley Online Library}
}

Citation PDF

Geometry of thermodynamic control

Zulkowski, P. R., Sivak, D. A., Crooks, G. E., & DeWeese, M. R.
Physical Review E (2012), 86(4), 041148
X

@article{zulkowski2012geometry,
title={Geometry of thermodynamic control},
author={Zulkowski, Patrick R and Sivak, David A and Crooks, Gavin E and DeWeese, Michael R},
journal={Physical Review E},
volume={86},
number={4},
pages={041148},
year={2012},
publisher={APS}
}

Citation PDF

Comment on the article "Distilling free-form natural laws from experimental data"

Hillar, C. & Sommer, F.
arXiv preprint (2012), arXiv:1210.7273
X

@article{hillar2012comment,
title={Comment on the article “Distilling free-form natural laws from experimental data”},
author={Hillar, Christopher and Sommer, Friedrich},
journal={arXiv preprint arXiv:1210.7273},
year={2012}
}

Citation PDF

20 years of learning about vision: Questions answered, questions unanswered, and questions not yet asked

Olshausen, B. A.
In 20 Years of Computational Neuroscience (2012), pp. 243-279, Springer
X

@incollection{olshausen201320,
title={20 years of learning about vision: Questions answered, questions unanswered, and questions not yet asked},
author={Olshausen, Bruno A},
booktitle={20 Years of Computational Neuroscience},
pages={243–270},
year={2013},
publisher={Springer}
}

Citation PDF

Thermodynamics of prediction

Still, S., Sivak, D. A., Bell, A. J., & Crooks, G. E.
Physical review letters (2012), 109(12), 120604
X

@article{still2012thermodynamics,
title={Thermodynamics of prediction},
author={Still, Susanne and Sivak, David A and Bell, Anthony J and Crooks, Gavin E},
journal={Physical review letters},
volume={109},
number={12},
pages={120604},
year={2012},
publisher={APS}
}

Citation PDF

Sparse codes for speech predict spectrotemporal receptive fields in the inferior colliculus

Carlson, N. L., Ming, V. L., & DeWeese, M. R.
PLoS computational biology, 8(7), e1002594
X

@article{carlson2012sparse,
title={Sparse codes for speech predict spectrotemporal receptive fields in the inferior colliculus},
author={Carlson, Nicole L and Ming, Vivienne L and DeWeese, Michael Robert},
journal={PLoS computational biology},
volume={8},
number={7},
pages={e1002594},
year={2012},
publisher={Public Library of Science}
}

Citation PDF

Learning intermediate-level representations of form and motion from natural movies

Cadieu, C. F., & Olshausen, B. A.
Neural Computation (2012), 24(4), 827-866
X

@article{cadieu2012learning,
title={Learning intermediate-level representations of form and motion from natural movies},
author={Cadieu, Charles F and Olshausen, Bruno A},
journal={Neural computation},
volume={24},
number={4},
pages={827–866},
year={2012},
publisher={MIT Press}
}

Citation PDF

Detecting event-related changes of multivariate phase coupling in dynamic brain networks

Canolty, R. T., Cadieu, C. F., Koepsell, K., Ganguly, K., Knight, R. T., & Carmena, J. M.
Journal of neurophysiology (2012), 107(7), 2020-2031
X

@article{canolty2012detecting,
title={Detecting event-related changes of multivariate phase coupling in dynamic brain networks},
author={Canolty, Ryan T and Cadieu, Charles F and Koepsell, Kilian and Ganguly, Karunesh and Knight, Robert T and Carmena, Jose M},
journal={Journal of neurophysiology},
volume={107},
number={7},
pages={2020–2031},
year={2012},
publisher={Am Physiological Soc}
}

Citation PDF

Associative Memory and Learning

Sommer, F.T.
Encyclopedia of the Sciences of Learning
X

@Inbook{Sommer2012,
author={Sommer, Friedrich T.},
editor={Seel, Norbert M.},
title={Associative Memory and Learning},
bookTitle={Encyclopedia of the Sciences of Learning},
year={2012},
publisher={Springer US},
address={Boston, MA},
pages={340–342}
}

Citation Article Link

Multivariate Phase--Amplitude cross-frequency coupling in neurophysiological signals

Canolty, R. T., Cadieu, C. F., Koepsell, K., Knight, R. T., & Carmena, J. M.
IEEE Transactions on Biomedical Engineering (2012), 59(1), 8-11
X

@article{canolty2012multivariate,
title={Multivariate Phase–Amplitude cross-frequency coupling in neurophysiological signals},
author={Canolty, Ryan T and Cadieu, Charles F and Koepsell, Kilian and Knight, Robert T and Carmena, Jose M},
journal={IEEE Transactions on Biomedical Engineering},
volume={59},
number={1},
pages={8–11},
year={2012},
publisher={IEEE}
}

Citation PDF

2011

The laminar organization of V1 neural activity in response to dynamic natural scenes

Khosrowshahi, A.
PhD Thesis (UC Berkeley, 2011)
X

@phdthesis{khosrowshahi2011laminar,
title={The laminar organization of V1 neural activity in response to dynamic natural scenes},
school={University of California, Berkeley},
author={Khosrowshahi, Amir},
year={2011}
}

Citation PDF

New method for parameter estimation in probabilistic models: minimum probability flow

Sohl-Dickstein, J., Battaglino, P. B., & DeWeese, M. R.
Physical review letters (2011), 107(22), 220601
X

@article{sohl-dickstein2011new,
title={New method for parameter estimation in probabilistic models: minimum probability flow},
author={Sohl-Dickstein, Jascha and Battaglino, Peter B and DeWeese, Michael R},
journal={Physical review letters},
volume={107},
number={22},
pages={220601},
year={2011},
publisher={APS}
}

Citation PDF

Building a better probabilistic model of images by factorization

Culpepper, B. J., Sohl-Dickstein, J., & Olshausen, B. A.
IEEE International Conference on Computer Vision (ICCV 2011)
X

@inproceedings{culpepper2011building,
title={Building a better probabilistic model of images by factorization},
author={Culpepper, Benjamin J and Sohl-Dickstein, Jascha and Olshausen, Bruno A},
booktitle={Computer Vision (ICCV), 2011 IEEE International Conference on},
year={2011},
organization={IEEE}
}

Citation PDF

Inhibitory circuits for visual processing in thalamus

Wang, X., Sommer, F. T., & Hirsch, J. A.
Current opinion in neurobiology (2011), 21(5), 726-733
X

@article{wang2011inhibitory,
title={Inhibitory circuits for visual processing in thalamus},
author={Wang, Xin and Sommer, Friedrich T and Hirsch, Judith A},
journal={Current opinion in neurobiology},
volume={21},
number={5},
pages={726–733},
year={2011},
publisher={Elsevier}
}

Citation PDF

A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields

Zylberberg, J., Murphy, J. T., & DeWeese, M. R.
PLoS computational biology
X

@article{zylberberg2011sparse,
title={A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields},
author={Zylberberg, Joel and Murphy, Jason Timothy and DeWeese, Michael Robert},
journal={PLoS computational biology},
volume={7},
number={10},
pages={e1002250},
year={2011},
publisher={Public Library of Science}
}

Citation PDF

Learning sparse representations of depth

Tošić , I., Olshausen, B. A., & Culpepper, B. J.
IEEE journal of selected topics in signal processing (2011), 5(5), 941-952
X

@article{toˇsic2011learning,
title={Learning sparse representations of depth},
author={Tošić , Ivana and Olshausen, Bruno A and Culpepper, Benjamin J},
journal={IEEE journal of selected topics in signal processing},
volume={5},
number={5},
pages={941–952},
year={2011},
publisher={IEEE}
}

Citation PDF

Learning sparse codes for hyperspectral imagery

Charles, A. S., Olshausen, B. A., & Rozell, C. J.
IEEE Journal of Selected Topics in Signal Processing (2011), 5(5), 963-978
X

@article{charles2011learning,
title={Learning sparse codes for hyperspectral imagery},
author={Charles, Adam S and Olshausen, Bruno A and Rozell, Christopher J},
journal={IEEE Journal of Selected Topics in Signal Processing},
volume={5},
number={5},
pages={963–978},
year={2011},
publisher={IEEE}
}

Citation PDF

Minimum Probability Flow Learning

Sohl-Dickstein, J., Battaglino, P., & DeWeese, M. R.
ICML (2011), 905-912
X

@inproceedings{sohl-dickstein2011minimum,
author={Jascha Sohl-Dickstein and Peter Battaglino and Michael DeWeese},
title={Minimum Probability Flow Learning},
booktitle={Proceedings of the 28th International Conference on Machine Learning (ICML-11)},
series={ICML ’11},
year={2011},
editor={Lise Getoor and Tobias Scheffer},
location={Bellevue, Washington, USA},
isbn={978-1-4503-0619-5},
month={June},
publisher={ACM},
address={New York, NY, USA},
pages={905–912},
}

Citation PDF

How should prey animals respond to uncertain threats?

Zylberberg, J. & DeWeese, M. R.
Frontiers in computational neuroscience (2011), 5
X

@article{zylberberg2011should,
title={How should prey animals respond to uncertain threats?},
author={Zylberberg, Joel and DeWeese, Michael Robert},
journal={Frontiers in computational neuroscience},
volume={5},
year={2011},
publisher={Frontiers Media SA}
}

Citation PDF

Lie group transformation models for predictive video coding

Wang, C. M., Shol-Dickstein, J., Tošić , I., & Olshausen, B. A.
Data Compression Conference (2011), 83-92
X

@inproceedings{wang2011lie,
title={Lie group transformation models for predictive video coding},
author={Wang, Ching Ming and Shol-Dickstein, Jascha and Tošić , Ivana and Olshausen, Bruno A},
booktitle={Data Compression Conference (DCC), 2011},
pages={83–92},
year={2011},
organization={IEEE}
}

Citation PDF

Thalamic interneurons and relay cells use complementary synaptic mechanisms for visual processing

Wang, X., Vaingankar, V., Sanchez, C. S., Sommer, F. T., & Hirsch, J. A.
Nature neuroscience (2011), 14(2), 224-231
X

@article{wang2011thalamic,
title={Thalamic interneurons and relay cells use complementary synaptic mechanisms for visual processing},
author={Wang, Xin and Vaingankar, Vishal and Sanchez, Cristina Soto and Sommer, Friedrich T and Hirsch, Judith A},
journal={Nature neuroscience},
volume={14},
number={2},
pages={224–231},
year={2011},
publisher={Nature Research}
}

Citation PDF

2010

The effects of visuospatial attention measured across visual cortex using source-imaged, steady-state EEG

Lauritzen, T. Z., Ales, J. M., & Wade, A. R.
Journal of Vision (2010), 10(14)
X

@article{lauritzen2010effects,
title={The effects of visuospatial attention measured across visual cortex using source-imaged, steady-state EEG},
author={Lauritzen, Thomas Z and Ales, Justin M and Wade, Alex R},
journal={Journal of vision},
volume={10},
number={14},
pages={39–39},
year={2010},
publisher={The Association for Research in Vision and Ophthalmology}
}

Citation PDF Supplement

Phase coupling estimation from multivariate phase statistics

Cadieu, C. F. & Koepsell, K.
Neural Computation (2010), 22(12), 3107-3126
X

@article{cadieu2010phase,
title={Phase coupling estimation from multivariate phase statistics},
author={Cadieu, Charles F and Koepsell, Kilian},
journal={Neural computation},
volume={22},
number={12},
pages={3107–3126},
year={2010},
publisher={MIT Press}
}

Citation PDF

Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication

Isely, G., Hillar, C., & Sommer, F.
Advances in Neural Information Processing Systems (NIPS 2010), 910-918
X

@inproceedings{isely2010deciphering,
title={Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication},
author={Isely, Guy and Hillar, Christopher and Sommer, Fritz},
booktitle={Advances in neural information processing systems},
pages={910–918},
year={2010}
}

Citation PDF

Group sparse coding with a laplacian scale mixture prior

Garrigues, P. & Olshausen, B. A.
Advances in Neural Information Processing Systems (NIPS 2010), 676-684
X

@inproceedings{garrigues2010group,
title={Group sparse coding with a laplacian scale mixture prior},
author={Garrigues, Pierre and Olshausen, Bruno A},
booktitle={Advances in neural information processing systems},
pages={676–684},
year={2010}
}

Citation PDF

Does the brain de-jitter retinal images?

Olshausen, B. A., & Anderson, C. H.
Proceedings of the National Academy of Sciences (2010), 107(46), 19607-19608
X

@article{olshausen2010does,
title={Does the brain de-jitter retinal images?},
author={Olshausen, Bruno A and Anderson, Charles H},
journal={Proceedings of the National Academy of Sciences},
volume={107},
number={46},
pages={19607–19608},
year={2010},
publisher={National Acad Sciences}
}

Citation PDF

Recoding of sensory information across the retinothalamic synapse

Wang, X., Hirsch, J. A., & Sommer, F. T.
Journal of Neuroscience (2010), 30(41), 13567-13577
X

@article{wang2010recoding,
title={Recoding of sensory information across the retinothalamic synapse},
author={Wang, Xin and Hirsch, Judith A and Sommer, Friedrich T},
journal={Journal of Neuroscience},
volume={30},
number={41},
pages={13567–13577},
year={2010},
publisher={Soc Neuroscience}
}

Citation PDF

Oscillatory phase coupling coordinates anatomically dispersed functional cell assemblies

Canolty, R. T., Ganguly, K., Kennerley, S. W., Cadieu, C. F., Koepsell, K., Wallis, J. D., & Carmena, J. M.
Proceedings of the National Academy of Sciences (2010), 107(40), 17356-17361
X

@article{canolty2010oscillatory,
title={Oscillatory phase coupling coordinates anatomically dispersed functional cell assemblies},
author={Canolty, Ryan T and Ganguly, Karunesh and Kennerley, Steven W and Cadieu, Charles F and Koepsell, Kilian and Wallis, Jonathan D and Carmena, Jose M},
journal={Proceedings of the National Academy of Sciences},
volume={107},
number={40},
pages={17356–17361},
year={2010},
publisher={National Acad Sciences}
}

Citation PDF Supplement

Exploring the function of neural oscillations in early sensory systems

Koepsell, K., Wang, X., Hirsch, J. A., & Sommer, F. T.
Frontiers in neuroscience (2010), 4 (focused review)
X

@article{koepsell2010exploring,
title={Exploring the function of neural oscillations in early sensory systems},
author={Koepsell, Kilian and Wang, Xin and Hirsch, Judith A and Sommer, Friedrich T},
journal={Frontiers in neuroscience},
volume={4},
year={2010},
publisher={Frontiers Media SA}
}

Citation PDF

Adaptive compressed sensing -- a new class of self-organizing coding models for neuroscience

Coulter, W. K., Hillar, C. J., Isley, G., & Sommer, F. T.
Acoustics Speech and Signal Processing (ICASSP 2010), 5494-5497
X

@inproceedings{coulter2010adaptive,
title={Adaptive compressed sensing—a new class of self-organizing coding models for neuroscience},
author={Coulter, William K and Hillar, Christopher J and Isley, Guy and Sommer, Friedrich T},
booktitle={Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on},
pages={5494–5497},
year={2010},
organization={IEEE}
}

Citation PDF

Applied mathematics: The statistics of style

Olshausen, B. A., & DeWeese, M. R.
Nature (2010), 463(7284), 1027-1028
X

@article{olshausen2010applied,
title={Applied mathematics: The statistics of style},
author={Olshausen, Bruno A and DeWeese, Michael R},
journal={Nature},
volume={463},
number={7284},
pages={1027–1028},
year={2010},
publisher={Nature Publishing Group}
}

Citation PDF

Isolating human brain functional connectivity associated with a specific cognitive process

Silver, M. A., Landau, A. N., Lauritzen, T. Z., Prinzmetal, W., & Robertson, L. C.
Proceedings of SPIE (2010), Vol. 7527
X

@inproceedings{silver2010isolating,
title={Isolating human brain functional connectivity associated with a specific cognitive process},
author={Silver, Michael A and Landau, Ayelet N and Lauritzen, Thomas Z and Prinzmetal, William and Robertson, Lynn C},
booktitle={Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series},
volume={7527},
pages={7},
year={2010}
}

Citation PDF

Memory capacities for synaptic and structural plasticity

Knoblauch, A., Palm, G., & Sommer, F. T.
Neural Computation (2010), 22(2), 289-341
X

@article{knoblauch2010memory,
title={Memory capacities for synaptic and structural plasticity},
author={Knoblauch, Andreas and Palm, G{\”u}nther and Sommer, Friedrich T},
journal={Neural Computation},
volume={22},
number={2},
pages={289–341},
year={2010},
publisher={MIT Press}
}

Citation PDF

An unsupervised algorithm for learning lie group transformations

Sohl-Dickstein, J., Wang, C. M., & Olshausen, B. A.
arXiv preprint (2010), arXiv:1001.1027
X

@article{sohl2010unsupervised,
title={An unsupervised algorithm for learning lie group transformations},
author={Sohl-Dickstein, Jascha and Wang, Ching Ming and Olshausen, Bruno A},
journal={arXiv preprint arXiv:1001.1027},
year={2010}
}

Citation arXiv

Object Recognition: Physiology and Computational Insights

Tsao, D.Y., Cadieu, C.F., & Livingstone, M.S.
Primate Neuroethology
X

@article{tsao2010object,
title={Object Recognition: Physiology and Computational Insights},
author={Tsao, Doris Y. and Cadieu, Charles F. and Livingstone, Margaret S.},
journal={Primate Neuroethology},
year={2010}
}

Citation

2009

Learning transport operators for image manifolds

Culpepper, B.J. & Olshausen, B. A.
Advances in Neural Information Processing Systems (NIPS 2009), 423-431
X

@inproceedings{culpepper2009learning,
title={Learning transport operators for image manifolds},
author={Culpepper, Benjamin and Olshausen, Bruno A},
booktitle={Advances in neural information processing systems},
pages={423–431},
year={2009}
}

Citation PDF

Learning bimodal structure in audio-visual data

Monaci, G., Vandergheynst, P., & Sommer, F. T.
IEEE Transactions on Neural Networks
X

@article{monaci2009learning,
title={Learning bimodal structure in audio–visual data},
author={Monaci, Gianluca and Vandergheynst, Pierre and Sommer, Friedrich T},
journal={IEEE Transactions on Neural Networks},
volume={20},
number={12},
pages={1898–1910},
year={2009},
publisher={IEEE}
}

Citation PDF

Top-down flow of visual spatial attention signals from parietal to occipital cortex

Lauritzen, T. Z., D'Esposito, M., Heeger, D. J., & Silver, M. A.
Journal of Vision (2009), 9(13)
X

@article{lauritzen2009top,
title={Top–down flow of visual spatial attention signals from parietal to occipital cortex},
author={Lauritzen, Thomas Z and D’Esposito, Mark and Heeger, David J and Silver, Michael A},
journal={Journal of vision},
volume={9},
number={13},
pages={18–18},
year={2009},
publisher={The Association for Research in Vision and Ophthalmology}
}

Citation PDF

Learning transformational invariants from natural movies

Cadieu, C., & Olshausen, B. A.
Advances in Neural Information Processing Systems (NIPS 2009), 209-216
X

@inproceedings{cadieu2009learning,
title={Learning transformational invariants from natural movies},
author={Cadieu, Charles and Olshausen, Bruno A},
booktitle={Advances in neural information processing systems},
pages={209–216},
year={2009}
}

Citation PDF Fig. 2 (video) Fig. 4a (video) Fig. 4b (video) Fig. 4c (video) Fig. 4d (video)

On the maximization of information flow between spiking neurons

Parra, L. C., Beck, J. M., & Bell, A. J.
Neural Computation (2009), 21(11), 2991-3009
X

@article{parra2009maximization,
title={On the maximization of information flow between spiking neurons},
author={Parra, Lucas C and Beck, Jeffrey M and Bell, Anthony J},
journal={Neural Computation},
volume={21},
number={11},
pages={2991–3009},
year={2009},
publisher={MIT Press}
}

Citation PDF

Efficient coding in human auditory perception

Ming, V. L., & Holt, L. L.
The Journal of the Acoustical Society of America
X

@article{ming2009efficient,
title={Efficient coding in human auditory perception},
author={Ming, Vivienne L and Holt, Lori L},
journal={The Journal of the Acoustical Society of America},
volume={126},
number={3},
pages={1312–1320},
year={2009},
publisher={ASA}
}

Citation PDF

Learning real and complex overcomplete representations from the statistics of natural images

Olshausen, B. A., Cadieu, C. F., & Warland, D. K.
SPIE (2009), Vol. 7446
X

@inproceedings{olshausen2009learning,
title={Learning real and complex overcomplete representations from the statistics of natural images},
author={Olshausen, Bruno A and Cadieu, Charles F and Warland, David K},
booktitle={SPIE},
volume={7446},
year={2009}
}

Citation PDF

Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors

Kanerva, P.
Cognitive Computation (2009), 1(2), 139-159
X

@article{kanerva2009hyperdimensional,
title={Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors},
author={Kanerva, Pentti},
journal={Cognitive Computation},
volume={1},
number={2},
pages={139–159},
year={2009},
publisher={Springer}
}

Citation PDF

Retinal oscillations carry visual information to cortex

Koepsell, K., Wang, X., Vaingankar, V., Wei, Y., Wang, Q., Rathbun, D.L., Usrey, W.M., Hirsch, J.A. & Sommer, F.T.
Frontiers in systems neuroscience (2009), 3
X

@article{koepsell2009retinal,
title={Retinal oscillations carry visual information to cortex},
author={Koepsell, Kilian and Wang, Xin and Vaingankar, Vishal and Wei, Yichun and Wang, Qingbo and Rathbun, Daniel L and Usrey, W Martin and Hirsch, Judith A and Sommer, Friedrich T},
journal={Frontiers in systems neuroscience},
volume={3},
year={2009},
publisher={Frontiers Media SA}
}

Citation PDF

Higher-order scene statistics of breast images

Abbey, C.K., Sohl-Dickstein, J., Olshausen, B.A., Eckstein, M.P., Boone, J.M.
Proceedings of SPIE
X

@inproceedings{abbey2009higher,
author = {K. Abbey, Craig and Sohl-Dickstein, Jascha and A. Olshausen, Bruno and P. Eckstein, Miguel and M. Boone, John},
year = {2009},
month = {02},
title = {Higher-order scene statistics of breast images},
volume = {7263},
booktitle = {Progress in Biomedical Optics and Imaging – Proceedings of SPIE}
}

Citation PDF

2008

An homotopy algorithm for the Lasso with online observations

Garrigues, P., & Ghaoui, L. E.
Advances in Neural Information Processing Systems (NIPS 2008), 489-496
X

@inproceedings{garrigues2008homotopy,
title={An homotopy algorithm for the Lasso with online observations},
author={Garrigues, Pierre and Ghaoui, Laurent E},
booktitle={Advances in neural information processing systems},
pages={489–496},
year={2008}
}

Citation PDF

Millisecond-scale differences in neural activity in auditory cortex can drive decisions

Yang, Y., DeWeese, M. R., Otazu, G. H., & Zador, A. M.
Nature Neuroscience (2008), 11(11), 1262-1263
X

@article{yang2008millisecond,
title={Millisecond-scale differences in neural activity in auditory cortex can drive decisions},
author={Yang, Yang and DeWeese, Michael R and Otazu, Gonzalo H and Zador, Anthony M},
journal={Nature neuroscience},
volume={11},
number={11},
pages={1262–1263},
year={2008},
publisher={Nature Publishing Group}
}

Citation PDF

Information transmission in oscillatory neural activity

Koepsell, K., & Sommer, F. T.
Biological Cybernetics (2008), 99(4-5), 403
X

@article{koepsell2008information,
title={Information transmission in oscillatory neural activity},
author={Koepsell, Kilian and Sommer, Friedrich T},
journal={Biological cybernetics},
volume={99},
number={4-5},
pages={403},
year={2008},
publisher={Springer}
}

Citation PDF

Sparse coding via thresholding and local competition in neural circuits

Rozell, C. J., Johnson, D. H., Baraniuk, R. G., & Olshausen, B. A.
Neural Computation (2008), 20(10) 2526-2563
X

@article{rozell2008sparse,
title={Sparse coding via thresholding and local competition in neural circuits},
author={Rozell, Christopher J and Johnson, Don H and Baraniuk, Richard G and Olshausen, Bruno A},
journal={Neural computation},
volume={20},
number={10},
pages={2526–2563},
year={2008},
publisher={MIT Press}
}

Citation PDF

Neuroscience and the Study of Literature: Some Thoughts on the Possibility of Transferring Knowledge

Koepsell, K., & Spoerhase, C.
Journal of Literary Theory Articles (2008), 2(2)
X

@article{koepsell2008neuroscience,
title={Neuroscience and the Study of Literature: Some Thoughts on the Possibility of Transferring Knowledge},
author={Koepsell, Kilian and Spoerhase, Carlos},
journal={JLT Articles},
volume={2},
number={2},
year={2008}
}

Citation Article Link

Learning sparse generative models of audiovisual signals

Monaci, G., Sommer, F. T., & Vandergheynst, P.
European Conference on Signal Processing (2008)
X

@inproceedings{monaci2008learning,
title={Learning sparse generative models of audiovisual signals},
author={Monaci, Gianluca and Sommer, Friedrich T and Vandergheynst, Pierre},
booktitle={Signal Processing Conference, 2008 16th European},
pages={1–5},
year={2008},
organization={IEEE}
}

Citation PDF

Data sharing for computational neuroscience

Teeters, J. L., Harris, K. D., Millman, K. J., Olshausen, B. A., & Sommer, F. T.
Neuroinformatics (2008), 6(1), 47-55
X

@article{teeters2008data,
title={Data sharing for computational neuroscience},
author={Teeters, Jeffrey L and Harris, Kenneth D and Millman, K Jarrod and Olshausen, Bruno A and Sommer, Friedrich T},
journal={Neuroinformatics},
volume={6},
number={1},
pages={47–55},
year={2008},
publisher={Springer}
}

Citation PDF

Sparse representation of sounds in the unanesthetized auditory cortex

Hromádka, T., DeWeese, M. R., & Zador, A. M.
PLoS Biology (2008), 6(1)
X

@article{hromadka2008sparse,
title={Sparse representation of sounds in the unanesthetized auditory cortex},
author={Hrom{\’a}dka, Tom{\’a}{\v{s}} and DeWeese, Michael R and Zador, Anthony M},
journal={PLoS biology},
volume={6},
number={1},
pages={e16},
year={2008},
publisher={Public Library of Science}
}

Citation PDF

2007

Learning horizontal connections in a sparse coding model of natural images

Garrigues, P., & Olshausen, B. A.
Advances in Neural Information Processing Systems (NIPS 2007), 505-512
X

@inproceedings{garrigues2007learning,
title={Learning horizontal connections in a sparse coding model of natural images},
author={Garrigues, Pierre and Olshausen, Bruno A},
booktitle={Advances in Neural Information Processing Systems},
pages={505–512},
year={2007}
}

Citation PDF

Feedforward excitation and inhibition evoke dual modes of firing in the cat's visual thalamus during naturalistic viewing

Wang, X., Wei, Y., Vaingankar, V., Wang, Q., Koepsell, K., Sommer, F. T., & Hirsch, J. A.
Neuron (2007), 55(3), 465-478
X

@article{wang2007feedforward,
title={Feedforward excitation and inhibition evoke dual modes of firing in the cat’s visual thalamus during naturalistic viewing},
author={Wang, Xin and Wei, Yichun and Vaingankar, Vishal and Wang, Qingbo and Koepsell, Kilian and Sommer, Friedrich T and Hirsch, Judith A},
journal={Neuron},
volume={55},
number={3},
pages={465–478},
year={2007},
publisher={Elsevier}
}

Citation PDF

Bunte Theorien für graue Zellen

Sommer, F.T.
Spektrum.de
X

@MISC{sommer2007bunte,
author={Sommer, Friedrich},
title={Bunte Theorien für graue Zellen},
editor={Spektrum.de},
month={May},
year={2007},
note = {\href{http://http://www.spektrum.de/magazin/bunte-theorien-fuer-graue-zellen/872207/}{Spektrum.de} {[Online; posted 18-May-2007]}},
}

Citation Article

A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields

Rehn, M., & Sommer, F. T.
Journal of Computational Neuroscience (2007), 22(2), 135-146
X

@article{rehn2007network,
title={A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields},
author={Rehn, Martin and Sommer, Friedrich T},
journal={Journal of computational neuroscience},
volume={22},
number={2},
pages={135–146},
year={2007},
publisher={Springer}
}

Citation PDF

Bilinear models of natural images

Olshausen, B. A., Cadieu, C., Culpepper, J., & Warland, D. K.
Human Vision and Electronic Imaging XII (2007), 6492
X

@inproceedings{olshausen2007bilinear,
title={Bilinear models of natural images},
author={Olshausen, Bruno A and Cadieu, Charles and Culpepper, Jack and Warland, David K},
booktitle={Human Vision and Electronic Imaging XII},
volume={6492},
pages={649206},
year={2007},
organization={International Society for Optics and Photonics}
}

Citation PDF

2006

Non-Gaussian membrane potential dynamics imply sparse, synchronous activity in auditory cortex

DeWeese, M.R. & Zador, A.M.
Journal of Neuroscience (2006), 26(47), 12206-12218
X

@article{deweese2006non,
title={Non-Gaussian membrane potential dynamics imply sparse, synchronous activity in auditory cortex},
author={DeWeese, Michael R and Zador, Anthony M},
journal={Journal of Neuroscience},
volume={26},
number={47},
pages={12206–12218},
year={2006},
publisher={Soc Neuroscience}
}

Citation PDF

Storing and restoring visual input with collaborative rank coding and associative memory

Rehn, M., & Sommer, F.T.
Neurocomputing (2006), 69(10)
X

@article{rehn2006storing,
title={Storing and restoring visual input with collaborative rank coding and associative memory},
author={Rehn, Martin and Sommer, Friedrich T},
journal={Neurocomputing},
volume={69},
number={10},
pages={1219–1223},
year={2006},
publisher={Elsevier}
}

Citation PDF

Factorial coding of natural images: how effective are linear models in removing higher-order dependencies?

Bethge, M.
Journal of the Optical Society of America (2006), 23(6), 1253-1268
X

@article{bethge2006factorial,
title={Factorial coding of natural images: how effective are linear models in removing higher-order dependencies?},
author={Bethge, Matthias},
journal={JOSA A},
volume={23},
number={6},
pages={1253–1268},
year={2006},
publisher={Optical Society of America}
}

Citation PDF

Can neural models of cognition benefit from the advantages of connectionism?

Sommer, F.T. and Kanerva, P.
Behavioral and Brain Sciences (2006), 29
X

@article{sommer2006neural,
author = {Sommer, Friedrich and Kanerva, Pentti},
year = {2006},
month = {02},
pages = {86 – 87},
title = {Can neural models of cognition benefit from the advantages of connectionism?},
volume = {29},
booktitle = {Behavioral and Brain Sciences}
}

Citation PDF

2005

Maximising sensitivity in a spiking network

Bell, A.J. & Parra, L.C.
Advances in Neural Information Processing Systems (NIPS 2005), 121-128
X

@inproceedings{bell2005maximising,
title={Maximising sensitivity in a spiking network},
author={Bell, Anthony J and Parra, Lucas C},
booktitle={Advances in neural information processing systems},
pages={121–128},
year={2005}
}

Citation PDF

How close are we to understanding V1?

Olshausen, B.A. & Field, D.J.
Neural Computation (2005), 17(8), 1665-1699
X

@article{olshausen2005close,
title={How close are we to understanding V1?},
author={Olshausen, Bruno A and Field, David J},
journal={Neural computation},
volume={17},
number={8},
pages={1665–1699},
year={2005},
publisher={MIT Press}
}

Citation PDF

Synfire chains with conductance-based neurons: internal timing and coordination with timed input

Sommer, F.T. & Wennekers, T.
Neurocomputing (2005), 65, 449-454
X

@article{sommer2005synfire,
title={Synfire chains with conductance-based neurons: internal timing and coordination with timed input},
author={Sommer, Friedrich T and Wennekers, Thomas},
journal={Neurocomputing},
volume={65},
pages={449–454},
year={2005},
publisher={Elsevier}
}

Citation PDF

Computing with inter-spike interval codes in networks of integrate and fire neurons

George, D. & Sommer, F. T.
Neurocomputing (2005), 65, 415-420
X

@article{george2005computing,
title={Computing with inter-spike interval codes in networks of integrate and fire neurons},
author={George, Dileep and Sommer, Friedrich T},
journal={Neurocomputing},
volume={65},
pages={415–420},
year={2005},
publisher={Elsevier}
}

Citation

Receptive field structure varies with layer in the primary visual cortex

Martinez, L. M., Wang, Q., Reid, R. C., Pillai, C., Alonso, J. M., Sommer, F. T., & Hirsch, J. A.
Nature Neuroscience (2005), 8(3), 372-379
X

@article{martinez2005receptive,
title={Receptive field structure varies with layer in the primary visual cortex},
author={Martinez, Luis M and Wang, Qingbo and Reid, R Clay and Pillai, Cinthi and Alonso, Jos{\’e}-Ma{\~n}uel and Sommer, Friedrich T and Hirsch, Judith A},
journal={Nature neuroscience},
volume={8},
number={3},
pages={372–379},
year={2005},
publisher={Nature Publishing Group}
}

Citation PDF