← Search

E. J. Chichilnisky

4 accepted papers

2019

Efficient characterization of electrically evoked responses for neural interfaces

NeurIPS 2019poster

Future neural interfaces will read and write population neural activity with high spatial and temporal resolution, for diverse applications. For example, an artificial retina may restore vision to the blind by electrically stimulating retinal ganglion cells. Such devices must tune their function, ba…

2017

Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons

NeurIPS 2017poster

Decoding sensory stimuli from neural signals can be used to reveal how we sense our physical environment, and is valuable for the design of brain-machine interfaces. However, existing linear techniques for neural decoding may not fully reveal or exploit the fidelity of the neural signal. Here we d…

2017

YASS: Yet Another Spike Sorter

NeurIPS 2017poster

Spike sorting is a critical first step in extracting neural signals from large-scale electrophysiological data. This manuscript describes an efficient, reliable pipeline for spike sorting on dense multi-electrode arrays (MEAs), where neural signals appear across many electrodes and spike sorting cu…