Playlist: 13 videos

Targeted Discovery in Brain Data

This workshop will focus on the problem of inferring structure from neuroscience data, including the following specific themes:

Algorithms to help collect and analyze data;
Finding low-dimensional or sparse structure in data using techniques from...

1:7:21

Three Principles of Data Science: Predictability, Stability, and Computability

Bin Yu, UC Berkeley
https://simons.berkeley.edu/talks/bin-yu-3-19-18
Targeted Discovery in Brain Data
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1:16:11

Decoding and Modeling the Brain’s Navigational Circuits

Ila Fiete, University of Texas at Austin
https://simons.berkeley.edu/talks/ila-fiete-3-19-18
Targeted Discovery in Brain Data
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1:20:38

Cortical Travelling Waves: Mechanisms and Computational Principles

Terry Sejnowski, Salk Institute
https://simons.berkeley.edu/talks/terry-sejnowski-3-19-18
Targeted Discovery in Brain Data
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1:13:28

Computational Geometry of Cortical Networks: Manifold-Embedding Analysis of Multi-Site Recordings, Connectomic Graphs, and Deep Learning Networks

Clay Reid, Allen Institute for Brain Science
https://simons.berkeley.edu/talks/clay-reid-3-20-18
Targeted Discovery in Brain Data
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1:18:19

Automated Reconstruction of Synaptic-Resolution Neural Wiring Diagrams Using Large Scale Computation and Machine Learning

Viren Jain, Google
https://simons.berkeley.edu/talks/viren-jain-3-20-18
Targeted Discovery in Brain Data
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1:37:56

Physiological Measures of Information Flow in Sensing-Acting Cycles

Naftali Tishby, Hebrew University of Jerusalem
https://simons.berkeley.edu/talks/naftali-tishby-3-21-18
Targeted Discovery in Brain Data
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1:13:8

Cortical Areas Interact through a Communication Subspace

Christian Machens, Champalimaud Research
https://simons.berkeley.edu/talks/christian-machens-3-21-18
Targeted Discovery in Brain Data
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1:34:14

Similarity Alignment: A Missing Link Between Structure, Function and Algorithms

Mitya Chklovskii, Simons Foundation
https://simons.berkeley.edu/talks/mitya-chklowskii-3-21-18
Targeted Discovery in Brain Data
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1:13:51

Tracing, Intercepting and Modeling Communication in the Brain

Fritz Sommer, UC Berkeley
https://simons.berkeley.edu/talks/fritz-sommer-3-22-18
Targeted Discovery in Brain Data
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1:36:7

Inferring Single-Trial Neural Population Dynamics Using Sequential Auto-Encoders

David Sussillo, Google
https://simons.berkeley.edu/talks/david-sussillo-3-22-18
Targeted Discovery in Brain Data
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