Alex H. Williams

Unsupervised Discovery of Demixed, Low-Dimensional Neural Dynamics across Multiple Timescales through Tensor Component Analysis

Alex H. Williams, Tony Hyun Kim, Forea Wang et al. · Neuron · 2018 · 362 citations · Full text

Computational Neuroscience, Neuroinformatics, Unsupervised Discovery +9

Correlations in ion channel expression emerge from homeostatic tuning rules

Timothy O’Leary, Alex H. Williams, Jonathan S. Caplan et al. · Proceedings of the National Academy of Sciences · 2013 · 214 citations · Full text

Biophysical Modeling, Synaptic Transmission, Molecular Biology +25

Unsupervised discovery of temporal sequences in high-dimensional datasets, with applications to neuroscience

Emily L. Mackevicius, Andrew H. Bahle, Alex H. Williams et al. · eLife · 2019 · 122 citations · Full text

Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping

Alex H. Williams, Ben Poole, Niru Maheswaranathan et al. · Neuron · 2019 · 106 citations · Full text

Engineering, Machine Learning, Data Science +12

Dynamic and reversible remapping of network representations in an unchanging environment

Isabel I. C. Low, Alex H. Williams, Malcolm Campbell et al. · Neuron · 2021 · 57 citations · Full text

Dynamic Network, Unchanging Environment, Network Science +11