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Charlie Windolf

3 accepted papers

2025

In vivo cell-type and brain region classification via multimodal contrastive learning

ICLR 2025spotlight

Current electrophysiological approaches can track the activity of many neurons, yet it is usually unknown which cell-types or brain areas are being recorded without further molecular or histological analysis. Developing accurate and scalable algorithms for identifying the cell-type and brain region…

Cited by 1SourcePDFScholar
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…

2023

Robust Online Multiband Drift Estimation in Electrophysiology Data

ICASSP 2023accepted

High-density electrophysiology probes have opened new possibilities for systems neuroscience in human and non-human animals, but probe motion poses a challenge for downstream analyses, particularly in human recordings. We improve on the state of the art for tracking this motion with four major contr…

Cited by 0SourceScholar