Computational tradeoffs in biological neural networks: Self-stabilizing winner-Take-All networks

We initiate a line of investigation into biological neural networks from an algorithmic perspective. We develop a simplified but biologically plausible model for distributed computation in stochastic spiking neural networks and study tradeoffs between computation time and network complexity in this...

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Bibliographic Details
Main Authors: Lynch, Nancy Ann, Musco, Cameron Nicholas, Parter, Merav
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: 2022
Online Access:https://hdl.handle.net/1721.1/132184.2