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FSNAP: an Ultra-Energy-Efficient Few-Spikes-Neuron Based Reconfigurable SNN Processor Enabling Unified On-Chip Learning and Accuracy-Driven Adaptive Time-Window Tuning

Ruixin Mao, Lin Tang, Zihan Xia, Zhaomin Zhang, Aoyu Shen, Yu Long, Jinhong Guo, Yunpeng He, Lai Zhang, Shujuan Wang,Liang Zhou,Liang Chang,Shanshan Liu,Jun Zhou

Symposium on VLSI Technology（2024）

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Key words
Spiking Neural Networks,Adaptive Tuning,Energy Efficiency,Energy Consumption,Adaptive Technique,Short Time Window,Spike Trains,Flexible Applications,Time Window Size,Unified Architecture
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