GitHub - Riley16/hebbian_pretraining: Course project with Jay McClelland on Hebbian pre-training for error-driven learning. Includes attempts at reproducing the works of some authors, such as Lillicrap, T. P. et al. Random synaptic feedback weights support error backpropagation for deep learning. Nat. Commun. 7, 13276 doi: 10.1038/ncomms13276 (2016). Also includes a simple neural network framework for personal experimentation.

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
main.py		main.py
models.py		models.py
plots.py		plots.py
report_updated_PSYCH209_DeHaan.pdf		report_updated_PSYCH209_DeHaan.pdf
tests.py		tests.py
util.py		util.py

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Course project with Jay McClelland on Hebbian pre-training for error-driven learning. Includes attempts at reproducing the works of some authors, such as Lillicrap, T. P. et al. Random synaptic feedback weights support error backpropagation for deep learning. Nat. Commun. 7, 13276 doi: 10.1038/ncomms13276 (2016). Also includes a simple neural ne…