565 citations · 566 across the 8 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2025
Towards a Comprehensive Theory of Reservoir Computing
Denis Kleyko, Christopher J. Kymn, E. Paxon Frady +2
In reservoir computing, an input sequence is processed by a recurrent neural network, the reservoir, which transforms it into a spatial pattern that a shallow readout network can t…
cs.NE2024★ 1 cited
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings
Denis Kleyko, Dmitri A. Rachkovskij
Expand & Sparsify is a principle that is observed in anatomically similar neural circuits found in the mushroom body (insects) and the cerebellum (mammals). Sensory data are projec…