Clo-HDnn is a 40 nm CMOS chip that achieves 4.66 TFLOPS/W and 3.78 TOPS/W for continual on-device learning with hyperdimensional computing, using a Kronecker encoder and progressive search.
Prabhu, et al., JSSC, vol
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Clo-HDnn: A 4.66 TFLOPS/W and 3.78 TOPS/W Continual On-Device Learning Accelerator with Energy-efficient Hyperdimensional Computing via Progressive Search
Clo-HDnn is a 40 nm CMOS chip that achieves 4.66 TFLOPS/W and 3.78 TOPS/W for continual on-device learning with hyperdimensional computing, using a Kronecker encoder and progressive search.