7 citations · 7 across the 4 of their papers we have counts for
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cs.NE2023★ 7 cited
Competitive plasticity to reduce the energetic costs of learning
Mark CW van Rossum
The brain is not only constrained by energy needed to fuel computation, but it is also constrained by energy needed to form memories. Experiments have shown that learning simple co…
cs.NE2023
Lazy learning: a biologically-inspired plasticity rule for fast and energy efficient synaptic plasticity
Aaron Pache, Mark CW van Rossum
When training neural networks for classification tasks with backpropagation, parameters are updated on every trial, even if the sample is classified correctly. In contrast, humans…