System Identification of Neural Signal Transmission Based on Backpropagation Neural Network
The fitting result of test data. (a) The fluctuated input current. (b) The output voltage trajectory of test data (red) and network output (blue) and their spiking moments (pointed out by crosses). (c) The error of the output voltage trajectory of test data and network output. The network can predict the output trajectory and spiking moments at a relatively high precision.
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