ElectroPhysiomeGAN: Generation of Biophysical Neuron Model Parameters from Recorded Electrophysiological Responses
Published: 5 September 2025| Version 1 | DOI: 10.17632/g5kcjp7jsk.1
Contributors:
Jimin Kim, Shuqi Chen, Minxian Peng, Qiang Liu, Description
Membrane potentials and steady-state currents recording data for C. elegans experimental neurons (RIM, DVC, HSN, AIY, URX, RIS, AFD, AWB, AWC) tested in the paper "ElectroPhysiomeGAN: Generation of Biophysical Neuron Model Parameters from Recorded Electrophysiological Responses". If using the data as inputs to the pre-trained EP-GAN models (https://github.com/shlizee/epgan), place the unzipped /exp folder under /EPGAN/data/ before running the jupyter notebook.
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Institutions
- University of Washington
- City University of Hong Kong
Categories
Neuroscience, Electrophysiology, Caenorhabditis elegans