Alex H. Williams

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Recurrent Networks

Reverse Engineer

Shape Properties

Top Venues

Publications

Dean A. Pospisil, Brett W. Larsen, Sarah E. Harvey, Alex H. Williams
Estimating Shape Distances on Neural Representations with Limited Samples. ICLR (2024)
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks. ICLR (2023)
Meenakshi Khosla, Alex H. Williams
Soft Matching Distance: A metric on neural representations that captures single-neuron tuning. UniReps (2023)
Sarah E. Harvey, Brett W. Larsen, Alex H. Williams
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations. CoRR (2023)
Dean A. Pospisil, Brett W. Larsen, Sarah E. Harvey, Alex H. Williams
Estimating Shape Distances on Neural Representations with Limited Samples. CoRR (2023)
Meenakshi Khosla, Alex H. Williams
Soft Matching Distance: A metric on neural representations that captures single-neuron tuning. CoRR (2023)
Sarah E. Harvey, Brett W. Larsen, Alex H. Williams
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations. UniReps (2023)
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
Representational dissimilarity metric spaces for stochastic neural networks. CoRR (2022)
Julia Costacurta, Lea Duncker, Blue Sheffer, Winthrop Gillis, Caleb Weinreb, Jeffrey E. Markowitz, Sandeep R. Datta, Alex H. Williams, Scott W. Linderman
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs. NeurIPS (2022)
Yixin Wang, Anthony Degleris, Alex H. Williams, Scott W. Linderman
Spatiotemporal Clustering with Neyman-Scott Processes via Connections to Bayesian Nonparametric Mixture Models. CoRR (2022)
Aran Nayebi, Alexander Attinger, Malcolm Campbell, Kiah Hardcastle, Isabel Low, Caitlin S. Mallory, Gabriel Mel, Ben Sorscher, Alex H. Williams, Surya Ganguli, Lisa M. Giocomo, Daniel L. K. Yamins
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks. NeurIPS (2021)
Alex H. Williams, Erin Kunz, Simon Kornblith, Scott W. Linderman
Generalized Shape Metrics on Neural Representations. CoRR (2021)
Alex H. Williams, Erin Kunz, Simon Kornblith, Scott W. Linderman
Generalized Shape Metrics on Neural Representations. NeurIPS (2021)
Alex H. Williams, Anthony Degleris, Yixin Wang, Scott W. Linderman
Point process models for sequence detection in high-dimensional neural spike trains. NeurIPS (2020)
Alex H. Williams, Anthony Degleris, Yixin Wang, Scott W. Linderman
Point process models for sequence detection in high-dimensional neural spike trains. CoRR (2020)
Anthony Degleris, Ben Antin, Surya Ganguli, Alex H. Williams
Fast Convolutive Nonnegative Matrix Factorization Through Coordinate and Block Coordinate Updates. CoRR (2019)
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
Universality and individuality in neural dynamics across large populations of recurrent networks. NeurIPS (2019)
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics. CoRR (2019)
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
Universality and individuality in neural dynamics across large populations of recurrent networks. CoRR (2019)
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics. NeurIPS (2019)
Jonathan R. Karr, Alex H. Williams, Jeremy D. Zucker, Andreas Raue, Bernhard Steiert, Jens Timmer, Clemens Kreutz, Simon Wilkinson, Brandon A. Allgood, Brian M. Bot, Bruce R. Hoff, Michael R. Kellen, Markus W. Covert, Gustavo A. Stolovitzky, Pablo Meyer
Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models. PLoS Comput. Biol. 11 (5) (2015)
Alex H. Williams, Timothy O'Leary, Eve Marder
Homeostatic Regulation of Neuronal Excitability. Scholarpedia 8 (1) (2013)