SpArNet: Sparse Asynchronous Neural Network Execution for Energy Efficient Inference
2020 2ND IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2020)(2020)
Key words
SpArNet,bio-inspired quantization scheme,pre-trained convolutional neural network,spiking neural network,computational load,converted network,sparse asynchronous neural network execution,energy efficient inference,biological neurons,sparse communications,asynchronous communications,low energy consumption,autonomous steering,hand gesture recognition
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