2 papers
cs.DC2026
Fast Linear Reservoirs via Diagonalization
Romain de Coudenhove, Yannis Bendi-Ouis, Anthony Strock +1
We introduce a diagonalization-based optimization for Linear Echo State Networks (ESNs) that reduces the per-step computational complexity of reservoir state updates from quadratic…
cs.AI2026
CogScale: Scalable Benchmark for Sequence Processing
Yannis Bendi-Ouis, Romain de Coudenhove, Xavier Hinaut
The ability to maintain and manipulate information over time is a fundamental aspect of living beings and Artificial Intelligence. While modern models have achieved remarkable succ…