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Michael Jacob Mendelson

2 accepted papers

2023

A Unified, Scalable Framework for Neural Population Decoding

NeurIPS 2023poster

Our ability to use deep learning approaches to decipher neural activity would likely benefit from greater scale, in terms of both the model size and the datasets. However, the integration of many neural recordings into one unified model is challenging, as each recording contains the activity of diff…

Cited by 41SourcePDFScholar
2023

Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis

NeurIPS 2023spotlight

Unconstrained and natural behavior consists of dynamics that are complex and unpredictable, especially when trying to predict what will happen multiple steps into the future. While some success has been found in building representations of animal behavior under constrained or simplified task-base…

Cited by 8SourcePDFScholar