7 citations · 16 across the 4 of their papers we have counts for
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q-bio.NC2023
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs
James Hazelden, Yuhan Helena Liu, Eli Shlizerman +1
Training networks consisting of biophysically accurate neuron models could allow for new insights into how brain circuits can organize and solve tasks. We begin by analyzing the ex…
q-bio.NC2022★ 5 cited
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
Yuhan Helena Liu, Stephen Smith, Stefan Mihalas +2
The spectacular successes of recurrent neural network models where key parameters are adjusted via backpropagation-based gradient descent have inspired much thought as to how biolo…