News

Resonator network papers in print
December 1, 2020

Resonator networks are recurrent neural networks designed to solve high-dimensional vector factorization problems. We explain their theory and applications in two new papers appearing in the journal Neural Computation.

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Sparse coding selectivity and robustness explored in new JOV paper
November 30, 2020

Dylan Paiton and collaborators explain how sparse inference with recurrence and inhibition leads to more selective and robust representations in neural networks.

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Louis Kang starts new faculty position at RIKEN
September 30, 2020

To lead Neural Circuits and Computations Unit in studying how hippocampal circuits produce memory.

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The Redwood Center for Theoretical Neuroscience is a research center home to faculty, postdocs, and students who are working on theories of computation in the brain. We are one of several research centers within the Helen Wills Neuroscience Institute at the University of California, Berkeley. The Redwood Center was established at Berkeley in July 2005 after originating as the non-profit Redwood Neuroscience Institute, founded by Jeff Hawkins. You can read more about the history of RNI here. Our Research page describes some of the things we are currently working on.

Our Goal

The objective of our research is to develop mathematical and computational models of the underlying neurobiological mechanisms involved in perception, cognition, learning, and motor function. We collaborate with experimental neuroscience labs in the design of experiments and in the analysis of neural data. We also train students at UC Berkeley in these ideas and methods. The resulting products, from basic research to software tools, are made accessible to the public, in the Berkeley tradition of open publication and open-source software.

Members

Members of the Redwood Center come from a diverse set of academic backgrounds including neuroscience, vision science, psychology, physics, electrical engineering, computer science, and mathematics. We seek insight into neural computation using ideas from all of these fields as well as the interaction between theory and experiment.

Events

The Redwood Center hosts seminars, workshops, distinguished visitors, and a journal club throughout the year. Our seminars occur on a regular basis and feature research spanning a wide variety of topics related to neuroscience and computation. One of our popular workshops is the CRCNS summer course on mining and modeling of neuroscience data, which you can learn more about here.

Research Grant Support

Research at the Redwood Center is supported by grants from the National Science Foundation, National Institutes of Health, the Defense Advanced Research Projects Agency, Intel Corporation, and the Canadian Institute for Advanced Research, in addition to the Redwood Center Endowment.

Diversity at the Redwood Center

The Redwood Center greatly values diversity of opinion, background, and culture. We strongly encourage participation from members of underrepresented groups, including women, people of color, and LGBTQ+ individuals. We strive to foster a community that is safe and inclusive for everyone. Consistent with UC Berkeley policy we do not tolerate sexual or racial discrimination, or harassment. We encourage people to share their ideas, have an open mind, and learn from one another.