NeuroData
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NeuroData
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NeuroPack core library ------------------------------------------------------------------------------ All necessary configuration parameters in NeuroBase.json file: * `NETSIZE`: The total number of neurons * `DEPTH`: Depth of the network * `SPIKETRAIN`: if spike train is enabled as inputs. * `Pattern_epoch`: the number of spikes regarded as one input if spike train is enabled. Currently used in tempotron core. * `temporalCoding_enable`: if temporal coding is enabled. * `LAYER`: the number of layers * `dt`: time step used in Izhkevich neuron core. * `INITRES`: memristors initialised resistance states * `DEVICEINITVAIATION`: memristor initialisation variation * `POSVOLTOFPULSELIST`: magnitudes of pulse options for positive pulses * `POSPULSEWIDTHOFPULSELIST`: pulsewidth of pulse options for positive pulses * `NEGVOLTOFPULSELIST`: magnitudes of pulse options for negative pulses * `NEGPULSEWIDTHOFPULSELIST`: pulsewidth of pulse options for negative pulses * `MAXUPDATESTEPS`: maximum update step number for weight updating * `RTOLERANCE`: R tolerance. Defined as (R_real - R_exp)/R_exp ------------------------------------------------------------------------------ connectivity matrix format: # PREID, POSTID, W, B, TYPE # TYPE can be either +1 (excitatory) or -1 (inhibitory) ------------------------------------------------------------------------------ stimuli file format: # timestep - neuron ID that fires, neuron ID that fires, neuron ID that fires, ...., neuron ID that fires