SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array - Wang, Shu-Quan; Wang, Lei; Deng, Yu; Yang, Zhi-Jie; Guo, Sha-Sha; Kang, Zi-Yang; Guo, Yu-Feng; Xu, Wei-Xia (Journal of computer science and technology, 2020)
Keywords: Algorithms; Artificial Intelligence; Artificial neural networks; Computer Science; Data Structures and Information Theory; Digital integrated circuits; Field programmable gate arrays; Hardware; Inference; Information Systems Applications (incl.Internet); Machine learning; Microprocessors; Neural networks; Neuromorphic computing; Neurons; Power consumption; Regular Paper; Software Engineering; Spiking; Synapses; Theory of Computation; spiking neural network (SNN); hardware accelerator; systolic array; integrete and fire (I&F) model; field-programmable gate array (FPGA); spiking convolutional neural network (SCNN); neuromorphic