Reconstruction of visual images from mouse retinal ganglion cell spiking activity using convolutional neural networks
Tyler Benster, Darwin Babino, John Thickstun, Matthew Hunt, Xiyang Liu, Zaïd Harchaoui, Sewoong Oh, Russell Neil Van Gelder
This paper trains convolutional neural networks on retinal ganglion cell firing data to reconstruct images, showing that subpopulations and ON-OFF cells contribute to image reconstruction.
bioRxiv · Jun 10, 2022 · PreprintNeuroscience