FPGA (Field Programmable Gate Array)-based STDP (Spike Timing-dependent Plasticity) synaptic plasticity experimental platform under feedforward neural network
A feedforward neural network and feedforward network technology, applied in the field of STDP synaptic plasticity experiment platform, can solve the problems of inability to perform real-time control operation and data analysis, low precision, difficult operation analysis, etc., to improve flexibility and The effect of implementability
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[0017] The structure of the FPGA-based STDP synaptic plasticity experimental research platform under the feedforward neural network of the present invention is described in conjunction with the accompanying drawings.
[0018] The design idea of the FPGA-based STDP synaptic plasticity experimental research platform under the feedforward neural network of the present invention is to first feed forward the network FPGA chip I at the first layer, the second layer feedforward network FPGA chip II, and the third layer feedforward network FPGA chip III, the fourth layer of feedforward network FPGA chip IV establishes a FHN neuron model with a certain network scale, followed by the first layer of synapse calculation FPGA chip V, the second layer of synaptic calculation FPGA chip VI, and the second layer of synapse calculation The FPGA chip VII of the touch computing is a bridge, and the neural network is connected through the STDP synaptic plastic computing module to form a fully connec...
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