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Journal Articles
- 2018
[j1]Patrick N. Lawlor
, Matthew G. Perich, Lee E. Miller, Konrad P. Körding:
Linear-nonlinear-time-warp-poisson models of neural activity. J. Comput. Neurosci. 45(3): 173-191 (2018)
Conference and Workshop Papers
- 2023
- [c5]Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Michael Mendelson, Blake A. Richards, Matthew G. Perich, Guillaume Lajoie, Eva L. Dyer:
A Unified, Scalable Framework for Neural Population Decoding. NeurIPS 2023 - 2022
- [c4]Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig:
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation. ICML 2022: 10462-10475 - [c3]Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig:
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles. NeurReps 2022: 234-257 - 2021
- [c2]Cole L. Hurwitz, Akash Srivastava, Kai Xu, Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig:
Targeted Neural Dynamical Modeling. NeurIPS 2021: 29379-29392 - 2011
- [c1]Samantha Horvath, John M. Galeotti, Bo Wang, Matt Perich, Jihang Wang, Mel W. Siegel, Patrick Vescovi, George D. Stetten:
Towards an Ultrasound Probe with Vision: Structured Light to Determine Surface Orientation. AE-CAI 2011: 58-64
Informal and Other Publications
- 2024
- [i5]Ezekiel Williams, Avery Hee-Woon Ryoo, Thomas Jiralerspong, Alexandre Payeur, Matthew G. Perich, Luca Mazzucato, Guillaume Lajoie:
Expressivity of Neural Networks with Random Weights and Learned Biases. CoRR abs/2407.00957 (2024) - 2023
- [i4]Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Michael J. Mendelson, Blake A. Richards, Matthew G. Perich, Guillaume Lajoie, Eva L. Dyer:
A Unified, Scalable Framework for Neural Population Decoding. CoRR abs/2310.16046 (2023) - 2022
- [i3]Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig:
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation. CoRR abs/2202.06159 (2022) - [i2]Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig:
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles. CoRR abs/2205.09829 (2022) - 2017
- [i1]Joshua I. Glaser, Raeed H. Chowdhury, Matthew G. Perich, Lee E. Miller, Konrad P. Körding:
Machine learning for neural decoding. CoRR abs/1708.00909 (2017)
Coauthor Index
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