9 citations · 33 across the 17 of their papers we have counts for
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cs.NE2023★ 1 cited
Dendritic Integration Based Quadratic Neural Networks Outperform Traditional Aritificial Ones
Chongming Liu, Songting Li, Douglas Zhou
Incorporating biological neuronal properties into Artificial Neural Networks (ANNs) to enhance computational capabilities poses a formidable challenge in the field of machine learn…
q-bio.NC2023★ 1 cited
Mapping Biological Neuron Dynamics into an Interpretable Two-layer Artificial Neural Network
Jingyang Ma, Songting Li, Douglas Zhou
Dendrites are crucial structures for computation of an individual neuron. It has been shown that the dynamics of a biological neuron with dendrites can be approximated by artificia…