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cs.LG2026
Representation as a Bottleneck for Mechanistic Interpretability: The Manifestation Unit Protocol
Hussein Chouman, Wataru Sasaki, Tomokazu Matsui +2
Mechanistic interpretability has produced a rich inventory of component-level analyses that characterise what neural-network components encode and how they interact. Their outputs,…
cs.LG2025★ 2 cited
Enabling Vibration-Based Gesture Recognition on Everyday Furniture via Energy-Efficient FPGA Implementation of 1D Convolutional Networks
Koki Shibata, Tianheng Ling, Chao Qian +4
The growing demand for smart home interfaces has increased interest in non-intrusive sensing methods like vibration-based gesture recognition. While prior studies demonstrated feas…