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 · 374 citations · Full text

Life Sciences, Neuroscience, Physics +17

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 · 215 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

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 · 128 citations · Full text

Life Sciences, Bioinformatics, Neuroscience +17

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 · 112 citations · Full text

Computing, Computer Science, Neuroscience +16

Dynamic and reversible remapping of network representations in an unchanging environment

Isabel I. C. Low, Alex H. Williams, Malcolm Campbell et al. · Neuron · 2021 · 63 citations · Full text

Engineering, Neurobiology, Dynamical Systems +10