Playlist: 31 videos

Computational Theories of the Brain

This workshop​ ​is about general computational principles ​for ​networks of neurons that help us understand experimental data, about principles that enable us to reproduce aspects of the brain's astounding computational capability in models and...

0:49:8

An Algorithmic Theory of Brain Networks

Nancy Lynch, Massachusetts Institute of Technology
https://simons.berkeley.edu/talks/nancy-lynch-4-17-18
Computational Theories of the Brain
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0:55:18

Networks of Spiking Neurons Learn to Learn and Remember

Wolfgang Maass, Graz University of Technology
https://simons.berkeley.edu/talks/wofgang-maass-4-17-18
Computational Theories of the Brain
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0:46:50

Functional Triplet Motifs Underlie Accurate Predictions of Single-Trial Responses in Populations of Tuned and Untuned v1 Neurons

Jason MacLean, University of Chicago
https://simons.berkeley.edu/talks/jason-maclean-4-17-18
Computational Theories of the Brain
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0:53:48

The Sparse Manifold Transform

Bruno Olshausen, UC Berkeley
https://simons.berkeley.edu/talks/bruno-olshausen-4-18-18
Computational Theories of the Brain
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0:51:4

Playing Newton: Automatic Construction of Phenomenological, Data-Driven Theories and Models

Ilya Nemenman, Emory University
https://simons.berkeley.edu/talks/ilya-nemenman-4-17-18
Computational Theories of the Brain
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0:51:25

A Functional Classification of Glutamatergic Circuits in Cortex and Thalamus

S. Murray Sherman, University of Chicago
https://simons.berkeley.edu/talks/s-murray-sherman-4-18-18
Computational Theories of the Brain
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0:41:57

On the Link Between Energy & Information for the Design of Neuromorphic Systems

Narayan Srinivasa, Eta Compute
https://simons.berkeley.edu/talks/narayan-srinivasa-4-18-18
Computational Theories of the Brain
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0:47:57

Control of Synaptic Plasticity in Deep Cortical Networks

Pieter Roelfsema, University of Amsterdam
https://simons.berkeley.edu/talks/pieter-roelfsema-4-19-18
Computational Theories of the Brain
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0:54:48

Computation with Assemblies

Christos Papadimitriou, Columbia University
https://simons.berkeley.edu/talks/christos-papadimitriou-4-19-18
Computational Theories of the Brain
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0:47:3

Capacity of Neural Networks for Lifelong Learning of Composable Tasks

Les Valiant, Harvard University
https://simons.berkeley.edu/talks/les-valiant-4-19-18
Computational Theories of the Brain
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