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Matthias Hennig

2 accepted papers

2022

Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation

ICML 2022spotlight

Neural population activity relating to behaviour is assumed to be inherently low-dimensional despite the observed high dimensionality of data recorded using multi-electrode arrays. Therefore, predicting behaviour from neural population recordings has been shown to be most effective when using latent…

Cited by 28SourcePDFScholar
2019

Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference

NeurIPS 2019poster

Determining the positions of neurons in an extracellular recording is useful for investigating the functional properties of the underlying neural circuitry. In this work, we present a Bayesian modelling approach for localizing the source of individual spikes on high-density, microelectrode arrays. T…