Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules

YH Liu, A Ghosh, B Richards… - Advances in Neural …, 2022 - proceedings.neurips.cc
To unveil how the brain learns, ongoing work seeks biologically-plausible approximations of
gradient descent algorithms for training recurrent neural networks (RNNs). Yet, beyond task …

Deep Learning Frameworks for Modeling How Neural Circuits Learn

YH Liu - 2024 - search.proquest.com
The brain's prowess in learning and adapting remains an enigma, particularly in its
approach to the'temporal credit assignment'problem. How do neural circuits determine …