310 citations · 501 across the 11 of their papers we have counts for
3 papers · 1 filter
See and Copy: Generation of complex compositional movements from modular and geometric RNN representations
Sunny Duan, Mikail Khona, Adrian Bertagnoli +2
A hallmark of biological intelligence and control is combinatorial generalization: animals are able to learn various things, then piece them together in new combinations to produce…
Winning the lottery with neural connectivity constraints: faster learning across cognitive tasks with spatially constrained sparse RNNs
Mikail Khona, Sarthak Chandra, Joy J. Ma +1
Recurrent neural networks (RNNs) are often used to model circuits in the brain, and can solve a variety of difficult computational problems requiring memory, error-correction, or s…
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold
Sugandha Sharma, Sarthak Chandra, Ila R. Fiete
Content-addressable memory (CAM) networks, so-called because stored items can be recalled by partial or corrupted versions of the items, exhibit near-perfect recall of a small numb…