Publications

Targeted Neural Dynamically Modeling . Cole Hurwitz, Akash Srivastava, Kai Xu, Justin Jude, Matthew Perich, Lee Miller, Matthias Hennig. Advances in Neural Information Processing Systems 34 . NeurIPS 2021. [NeurIPS | NeurIPS | Code ]

Building population models for large-scale neural recordings: opportunities and pitfalls . Cole Hurwitz*, Nina Kudryashova*, Arno Onken, Matthias H. Hennig. Current Opinion in Neurobiology 70, Pages 64-73. 2021. * - equal contribution. [Current Opinion in Neurobiology]

SpikeInterface, a unified framework for spike sorting. Alessio P. Buccino*, Cole L. Hurwitz*, Jeremy Magland, Samuel Garcia, Joshua H. Siegle, Roger Hurwitz, Matthias H. Hennig. eLife 2020. * - equal contribution. [eLife | Code ]

SpikeForest: reproducible web-facing ground-truth validation of automated neural spike sorters. Jeremy F Magland, James J Jun, Elizabeth Lovero, Alexander J Morley, Cole L. Hurwitz, Alessio P. Buccino, Samuel Garcia, Alex H Barnett. eLife 2020. [eLife | Website | Code ]

Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference. Cole L. Hurwitz, Kai Xu, Akash Srivastava, Alessio P. Buccino, Matthias H. Hennig. Advances in Neural Information Processing Systems 32 . NeurIPS 2019. [NeurIPS | NeurIPS | Code ]

Scaling Spike Detection and Sorting for Next Generation Electrophysiology .  Matthias H. Hennig, Cole L. Hurwitz, Martino Sorbaro. In Vitro Neuronal Networks - From Culturing Methods to Neuro-Technological Applications, Springer International Publishing. 2019. [Springer | arXiv ]

Preprints

Spike sorting pipeline for the International Brain Laboratory .  International Brain Laboratory, Kush Banga, Julien Boussard, Gaëlle A Chapuis, Mayo Faulkner, Kenneth D Harris, Julia M. Huntenburg, \textbf{Cole Hurwitz}, Hyun Dong Lee, Liam Paninski, Cyrille Rossant, Noam Roth, Nicholas A. Steinmetz, Charlie Windolf, Olivier Winter. figshare.com 2022. [figshare]

not-so-BigGAN: Generating High-Fidelity Images on a Small Compute Budget . Seungwook Han*, Akash Srivastava*, Cole Hurwitz*, Prasanna Sattigeri, David D. Cox. arXiv 2020. * - equal contribution. [arXiv]

Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling . Akash Srivastava*^c, Yamini Bansal*, Yukun Ding*, Cole Hurwitz*^c, Kai Xu, Bernhard Egger, Prasanna Sattigeri, Josh Tenenbaum, David D. Cox, Dan Gutfreund. arXiv 2020. * - equal contribution. c - Corresponding Author. [arXiv]

Thesis

Scalable software and models for large-scale extracellular recordings.  Cole Hurwitz. 2022. [link]