Chameleon is a 40-nm CMOS accelerator that performs end-to-end few-shot and continual learning on-chip using prototypical networks and TCN embeddings, and runs keyword spotting at 3.1 uW.
A quantization framework for neural network adaption at the edge,
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Chameleon: A Multiplier-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data
Chameleon is a 40-nm CMOS accelerator that performs end-to-end few-shot and continual learning on-chip using prototypical networks and TCN embeddings, and runs keyword spotting at 3.1 uW.