3 papers
cs.AI2025
Dopamine-driven synaptic credit assignment in neural networks
Saranraj Nambusubramaniyan, Shervin Safavi, Raja Guru +1
Solving the synaptic Credit Assignment Problem(CAP) is central to learning in both biological and artificial neural systems. Finding an optimal solution for synaptic CAP means sett…
cs.NE2024
Neural auto-association with optimal Bayesian learning
Andreas Knoblauch
Neural associative memories are single layer perceptrons with fast synaptic learning typically storing discrete associations between pairs of neural activity patterns. Previous wor…
cs.HC2024
IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management
Andreas Knoblauch
IVISIT is a generic interactive visual simulation tool that is based on Python/Numpy and can be used for system simulation, parameter optimization, parameter management, and visual…