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Abstract: One promising approach to mitigating the computational complexity of deep neural networks is to leverage the sparsity of input activations that results from the application of the ReLU ...

Abstract: A multi-input processing spiking neural network inference system (MSS) is proposed to enhance the parallel processing capabilities of the spiking neural network (SNN) inference relative to ...