A 65nm spiking chip, Genesis, learns five MNIST digit-pair tasks sequentially with 74.46% mean accuracy at 17.08 mW, using metaplasticity to fight catastrophic forgetting.
Embracing change: Continual learning in deep neural networks,
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Genesis: A Spiking Neuromorphic Accelerator With On-chip Continual Learning
A 65nm spiking chip, Genesis, learns five MNIST digit-pair tasks sequentially with 74.46% mean accuracy at 17.08 mW, using metaplasticity to fight catastrophic forgetting.