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Towards a mechanistic understanding of compositionality

Recorded:

Sep 28, 2021

Uploaded:

September 30, 2021

Part of

All Captioned Videos, CBMM Research

CBMM Speaker(s):

Lucas Tian

Efficient representation, learning, and planning through abstraction: clustering cognitive spaces into submaps

Recorded:

Sep 15, 2021

Uploaded:

September 15, 2021

Part of

All Captioned Videos, Brains, Minds and Machines Seminar Series

CBMM Speaker(s):

Ila Fiete

Abstract: Episodic memory involves fragmenting the continuous stream of experience into discrete episodes. Not coincidentally, the hippocampus, which plays a central role in both episodic memory and spatial navigation, represents large spatial...

Tutorial: Recurrent neural networks for cognitive neuroscience

Recorded:

Aug 30, 2021

Uploaded:

August 30, 2021

Part of

Computational Tutorials

CBMM Speaker(s):

Guangyu Robert Yang

Robert Guangyu Yang, MIT In this hands-on tutorial, we will work together through a number of coding exercises to see how RNNs can be easily used to study cognitive neuroscience questions. We will train and analyze RNNs on various cognitive...