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X.-S. Miao

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Open access Aug 2026

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

A homogeneous silicon-based reservoir computing (Si-RC) system, which is composed of SiNx optoelectronic synapses and memristors for the real-time recognition of dynamic images, demonstrating a 1.9-fold improvement in training speed.

Shao-Peng Feng, Kai Li, Sen-Hao Yan et al. · 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. · 0 citations

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