Publications
Explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling
Shikder, A. N.* and Dey, R.* et al.(* equal contribution)
Under review · Physical Review X
arXiv →
Exact expression for maximum Lyapunov exponent during transient dynamics in networks with expressive computational capabilities
Powanwe, A.*, Liboni, L.*, Shikder, A. N., et al.
Under review · Physical Review Letters
arXiv →
S¹: A Precisely Interpretable State Space Model via an End-to-End Closed-Form Oscillatory Operator
Dey, R.* and Shikder, A. N.*, et al. (* equal contribution)
Under review · NeurIPS
Complex Walks for Interpretable Associative Memory in State-Space Networks
Shikder, A. N., et al.
In preparation