Quantized Spiking Neural Networks (QSNNs) offer superior energy efficiency and are well-suited for deployment on resource-limited edge devices. However, limited bit-width weight and membrane potential ...

Binary Neural Networks (BNNs) offer an effective way to slash the cost of computation and memory accesses in inference. Recently, a plurality of ideas has been proposed, some of which are ...