310 citations · 501 across the 11 of their papers we have counts for
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q-bio.NC2022
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…
q-bio.NC2022★ 1 cited
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…