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Perforated Backpropagation: A Neuroscience Inspired Extension to Artificial Neural Networks

Brenner, Rorry et al.
arXiv (All) · Papers
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machine-learningneural-and-evolutionary-computingneurons-and-cognition
The neurons of artificial neural networks were originally invented when much less was known about biological neurons than is known today. Our work explores a modification to the core neuron unit to make it more parallel to a biological neuron. The modification is made with the knowledge that biologi
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