Chaotic dynamics in RNNs induce local roughness but preserve global smoothness in representations, acting as an intrinsic regularizer and generating power-law spectral signatures.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.NC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Discrete signaling mediates chaotic regularization in recurrent neural networks
Chaotic dynamics in RNNs induce local roughness but preserve global smoothness in representations, acting as an intrinsic regularizer and generating power-law spectral signatures.