Areas of research
Mechanisms and functional role of sleep in memory and learning
Information processing, plasticity and learning in the olfactory system
Mechanisms of trauma-induced epileptogenesis and seizures
Neuroscience inspired principles for Artificial Intelligence
Collective invasion and social interactions within tumor cell populations
News and Recent Publications
Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks
Timothy Tadros, Giri P Krishnan, Ramyaa Ramyaa, Maxim Bazhenov Nat Commun, 2022 Dec 15;13(1):7742. doi: 10...
New Scientist article about sleep in neural networks
Our team was awarded by grant from NSF Brain-Inspired Dynamics for Engineering Energy-Efficient Circuits and Artificial Intelligence (BRAID) program
The goals of this work are to reveal theoretical principles behind the beneficial role of sleep for memory and lea...