29 citations · 99 across the 20 of their papers we have counts for
3 papers · 1 filter
Complexity and dynamics of partially symmetric random neural networks
Nimrod Sherf, Si Tang, Dylan Hafner +4
Neural circuits exhibit structured connectivity, including an overrepresentation of reciprocal connections between neuron pairs. Despite important advances, a full understanding of…
From Chaos to Coherence: Effects of High-Order Synaptic Correlations on Neural Dynamics
Nimrod Sherf, Xaq Pitkow, Krešimir Josić +1
Recurrent Neural Network models have elucidated the interplay between structure and dynamics in biological neural networks, particularly the emergence of irregular and rhythmic act…
Attention when you need
Lokesh Boominathan, Grayson Matthew, Yizhou Chen +2
Paying attention improves performance, but attention is metabolically costly, so how should a resource-efficient agent allocate it? We study optimal allocation strategies using a n…