Spiking neural network for hand-written digits classification by Huang, Jingyao

“…The development of neuroscience makes the simulation of the biological neuron model more feasible. From Hodgkin-Huxley model of the early time to the newly raised Spike-Timing Dependent Plasticity (STDP) model, the electrochemical reaction of biological brain has been described more accurately. …”
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A high-accuracy and energy-efficient spiking neural network with On-FPGA STDP learning based on asynchronous CORDIC by Sheng, Shirui

“…This dissertation introduces an efficient hardware design for biological neuron models, specifically the Leaky Integrate and Fire (LIF) neuron, using the COordinate Rotation DIgital Computer (CORDIC) algorithm. …”
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