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Thalamocortical contribution to solving credit assignment in neural systems
Within this framework, the thalamus with its cortical and basal ganglia interactions serve as a systems-level solution to credit assignment.
A General Framework for Analyzing Stochastic Dynamics in Learning Algorithms
In this work, we present a streamlined three-step recipe to tackle the "chicken and egg" problem and give a general framework for analyzing stochastic dynamics in learning algorithms.
ODE-Inspired Analysis for the Biological Version of Oja's Rule in Solving Streaming PCA
In this work, we give the first convergence rate analysis for the biological version of Oja's rule in solving streaming PCA.
Integrating Temporal Information to Spatial Information in a Neural Circuit
We consider the problem of translating temporal information into spatial information in such networks, an important task that is carried out by actual brains.
