Author

X.-S. Miao

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Open access Aug 2026

Homogeneous reservoir computing system based on CMOS-compatible optoelectronic synapses and memristors

ABSTRACT Dynamic image detection and recognition are critical in machine vision. In traditional visual systems, sensing, storage, and computing are usually separated, leading to significant data transfer overhead. In this work, we presented a homogeneous silicon-based reservoir computing (Si-RC) system, which is compos...

Shao-Peng Feng, Kai Li, Sen-Hao Yan et al. · Science and Technology of Ad... · 0 citations

#edge computing Sep 2026

EVA: Efficient Token Compression Co-Optimization With Heterogeneous CIM Architecture for Video LLM Acceleration

Video large language models (VLLMs) enable powerful multimodal reasoning but face severe efficiency challenges on edge devices due to the massive computational and memory demands caused by lengthy video-token sequences. Existing methods struggle to efficiently compress spatiotemporally redundant tokens while minimizing...

Pinfeng Jiang, Letian Wang, Yilong Fang et al. · IEEE Transactions on Very La... · 0 citations