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Currently, the step() function in the Network class accepts arguments mode, inpts, time. If we are to separate out the training / testing of networks from the object definition, we should be rid of the mode parameter (which gives the train or test phase).
Here's what I'm thinking:
Remove the argument mode.
Always update Synapses which have STDP "enabled".
"Enable" STDP on learnable Synapses during training; disable during test.
The enabling of STDP could be a boolean class-level attribute in a generic Synapse function.
The text was updated successfully, but these errors were encountered:
Currently, the step() function in the
Network
class accepts argumentsmode, inpts, time
. If we are to separate out the training / testing of networks from the object definition, we should be rid of themode
parameter (which gives thetrain
ortest
phase).Here's what I'm thinking:
mode
.Synapse
s which have STDP "enabled".Synapse
s during training; disable during test.The enabling of STDP could be a boolean class-level attribute in a generic
Synapse
function.The text was updated successfully, but these errors were encountered: