Xu-Meng Zhang

A Memristor-Based Saturation-Constrained Information Capacity Framework for Temporal Information Processing.

Physical reservoir computing (PRC) has emerged as a highly energy-efficient paradigm for processing high-dimensional spatiotemporal data in edge-intelligent systems. However, the deployment of PRC is often limited by the quantization mismatch between continuous input signals and the finite dynamic range of hardware sub...