2 papers
cs.LG2026
Dynamic gain neuromodulation attenuates the stability gap under joint training
Alejandro Rodriguez-Garcia, Anindya Ghosh, Srikanth Ramaswamy
Recent work in continual learning has highlighted the stability gap -- a temporary performance drop on previously learned tasks when new ones are introduced. This phenomenon reflec…
q-bio.NC2025
Augmenting learning in neuro-embodied systems through neurobiological first principles
Alejandro Rodriguez-Garcia, Anindya Ghosh, Jie Mei +1
Recent progress in artificial intelligence (AI) has been driven by insights from physics and neuroscience, particularly through the development of artificial neural networks (ANNs)…