<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems"^^ . "Spiking Neural Network (SNN) is the third generation\r\nof Neural Network (NN) mimicking the natural behavior\r\nof the brain. By processing based on binary input/output, SNNs offer lower complexity, higher density and lower power consumption.\r\nThis work presents an efficient software-hardware design\r\nframework for developing SNN systems in hardware. In addition, a design of low-cost neurosynaptic core is presented based on packet-switching communication approach. The evaluation results show that the ANN to SNN conversion method with the size 784:1200:1200:10 performs 99% accuracy for MNIST while the unsupervised STDP archives 89% with the size 784:400 with recurrent connections. The design of 256-neurons and 65k synapses is also implemented in ASIC 45nm technology with an area cost of 0.205 mm2."^^ . "2019-12-22" . . . . . . . . . . . "Abderazek Ben"^^ . "Abdallah"^^ . "Abderazek Ben Abdallah"^^ . . "Nam Khanh"^^ . "Dang"^^ . "Nam Khanh Dang"^^ . . . . "The International Conference on Internet of Things, Embedded Systems and Communications (IINTEC 2019)"^^ . . . . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (PDF)"^^ . . . . . "IINTEC19_Tun_CRP.pdf"^^ . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (Other)"^^ . . . . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (Other)"^^ . . . . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (Other)"^^ . . . . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (Other)"^^ . . . . . . "An Efficient Software-Hardware Design Framework for Spiking Neural Network Systems (Other)"^^ . . . . . "HTML Summary of #3916 \n\nAn Efficient Software-Hardware Design Framework for Spiking Neural Network Systems\n\n" . "text/html" . . . "Electronics and Communications"@en . .