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Mark M Churchland

2 accepted papers

2023

Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes

NeurIPS 2023spotlight

Neural decoding and its applications to brain computer interfaces (BCI) are essential for understanding the association between neural activity and behavior. A prerequisite for many decoding approaches is spike sorting, the assignment of action potentials (spikes) to individual neurons. Current spik…

2021

Neural Latents Benchmark ‘21: Evaluating latent variable models of neural population activity

NeurIPS 2021poster

Advances in neural recording present increasing opportunities to study neural activity in unprecedented detail. Latent variable models (LVMs) are promising tools for analyzing this rich activity across diverse neural systems and behaviors, as LVMs do not depend on known relationships between the act…

Cited by 98SourcecodeScholar