HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks

Justin Morris,Hin Wai Lui,Kenneth Stewart,Behnam Khaleghi,Anthony Thomas, Thiago Marback,Baris Aksanli,Emre Neftci,Tajana Rosing

2022 Design, Automation &amp Test in Europe Conference &amp Exhibition (DATE)（2022）

Cited 4|Views28

Key words

HyperSpike,traditional SNN networks,server farms,deep neural networks,emerging neuromorphic computing models,hyperdimensional computing,event based signal data,single SNN layer,randomly initialized SNN layer,untrained SNN layer,trained HDC classifier,robust spiking neural networks,Intel Loihi

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