add neuroplasticity

This commit is contained in:
2023-05-19 14:54:12 +07:00
parent fb458a49db
commit e6a3ad5202
4 changed files with 110 additions and 59 deletions

View File

@@ -34,8 +34,6 @@ using .interface
"""
Todo:
[3] verify that model can complete learning cycle with no error
[*2] neuroplasticity() i.e. change connection
[] using RL to control learning signal
[] consider using Dates.now() instead of timestamp because time_stamp may overflow
[] training should include adjusting α, neuron membrane potential decay factor
@@ -58,6 +56,7 @@ using .interface
[DONE] reset_epsilonRec after ΔwRecChange is calculated
[DONE] synaptic connection strength concept. use sigmoid, turn connection offline
[DONE] wRec should not normalized whole. it should be local 5 conn normalized.
[DONE] neuroplasticity() i.e. change connection
Change from version: v06_36a
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