Biologically Inspired Lateral Connectivity in Convoluiontal Neural Networks
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Sep 15, 2021 - Python
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lateral-inhibition
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A neuroscientific sequence learning model on spiking neural networks with winner-take-all circuits and lateral inhibition. Written using the NEST neural simulator and custom neuron/synapse models.
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Updated
Nov 29, 2022 - Python
Explores intra-layer neuronal mechanisms in spiking neural networks, implementing Lateral Inhibition, KWTA, and Homeostasis to enhance learning and pattern recognition.
neuroscience
neural-networks
spiking-neural-networks
neuron
homeostasis
lateral-inhibition
stdp-learning
computational-neur
k-winner-take-all
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Updated
Oct 17, 2024 - Jupyter Notebook
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