Matthew G. Perich

According to our database, Matthew G. Perich authored at least 8 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Expressivity of Neural Networks with Random Weights and Learned Biases.

Ezekiel Williams, Avery Hee-Woon Ryoo, Thomas Jiralerspong, Alexandre Payeur, Matthew G. Perich, Luca Mazzucato, Guillaume Lajoie

CoRR, 2024

2023

A Unified, Scalable Framework for Neural Population Decoding.

Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Michael Mendelson, Blake A. Richards, Matthew G. Perich, Guillaume Lajoie, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles.

Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

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

Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig

Proceedings of the International Conference on Machine Learning, 2022

2021

Targeted Neural Dynamical Modeling.

Cole L. Hurwitz, Akash Srivastava, Kai Xu, Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Linear-nonlinear-time-warp-poisson models of neural activity.

Patrick N. Lawlor, Matthew G. Perich, Lee E. Miller, Konrad P. Körding

J. Comput. Neurosci., 2018

2017

Machine learning for neural decoding.

Joshua I. Glaser, Raeed H. Chowdhury, Matthew G. Perich, Lee E. Miller, Konrad P. Körding

CoRR, 2017

2011

Towards an Ultrasound Probe with Vision: Structured Light to Determine Surface Orientation.

Samantha Horvath, John M. Galeotti, Bo Wang, Matt Perich, Jihang Wang, Mel W. Siegel, Patrick Vescovi, George D. Stetten

Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011