OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Matthew G Perich
Assistant Professor, Université de Montréal
Joined
August 2021
Names
Matthew G Perich
(Preferred)
,
Matthew G. Perich
,
Matt Perich
Emails
****@gmail.com
(Confirmed)
,
****@umontreal.ca
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Université de Montréal
(umontreal.ca)
2022
–
Present
Postdoc
Icahn School of Medicine at Mount Sinai
(mssm.edu)
2020
–
2022
Advisors, Relations & Conflicts
No relations added
Expertise
No areas of expertise listed
Publications
Compositional Flow Matching with Factored Velocity Fields
Avery Hee-Woon Ryoo
,
Dane Malenfant
,
Matthew G Perich
,
Guillaume Lajoie
SPIGM @ ICML Poster
Readers:
Everyone
Compositional Flow Matching with Factored Velocity Fields
Avery Hee-Woon Ryoo
,
Dane Malenfant
,
Matthew G Perich
,
Guillaume Lajoie
ICML 2026 FoGen Workshop Poster
Readers:
Everyone
Towards a generalizable, unified framework for multimodal neural decoding
Nanda H Krishna
,
Mathys Loiselle
,
Avery Hee-Woon Ryoo
,
Matthew G Perich
,
Guillaume Lajoie
NeurIPS 2025 Workshop BrainBodyFM
Readers:
Everyone
Inferring dynamical features from neural data through joint learning of latents factors and weights
Anirudh Gururaj Jamkhandi
,
Ali Korojy
,
Olivier Codol
,
Guillaume Lajoie
,
Matthew G Perich
NeurReps 2025 Poster
Readers:
Everyone
Generalizable, real-time neural decoding with hybrid state-space models
Avery Hee-Woon Ryoo
,
Nanda H Krishna
,
Ximeng Mao
,
Mehdi Azabou
,
Eva L Dyer
,
Matthew G Perich
,
Guillaume Lajoie
NeurIPS 2025 poster
Readers:
Everyone
POCO: Scalable Neural Forecasting through Population Conditioning
Yu Duan
,
Hamza Tahir Chaudhry
,
Misha B. Ahrens
,
Christopher D Harvey
,
Matthew G Perich
,
Karl Deisseroth
,
Kanaka Rajan
NeurIPS 2025 poster
Readers:
Everyone
Expressivity of Neural Networks with Random Weights and Learned Biases
Ezekiel Williams
,
Alexandre Payeur
,
Avery Hee-Woon Ryoo
,
Thomas Jiralerspong
,
Matthew G. Perich
,
Luca Mazzucato
,
Guillaume Lajoie
ICLR 2025
Readers:
Everyone
Expressivity of Neural Networks with Random Weights and Learned Biases
Ezekiel Williams
,
Alexandre Payeur
,
Avery Hee-Woon Ryoo
,
Thomas Jiralerspong
,
Matthew G Perich
,
Luca Mazzucato
,
Guillaume Lajoie
ICLR 2025 Poster
Readers:
Everyone
Expressivity of Neural Networks with Fixed Weights and Learned Biases
Ezekiel Williams
,
Avery Hee-Woon Ryoo
,
Thomas Jiralerspong
,
Alexandre Payeur
,
Matthew G Perich
,
Luca Mazzucato
,
Guillaume Lajoie
HiLD at ICML 2024 Poster
Readers:
Everyone
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
Readers:
Everyone
View all 23 publications
Co-Authors
Akash Srivastava
Alexandre Payeur
Ali Korojy
Anirudh Gururaj Jamkhandi
Avery Hee-Woon Ryoo
Blake A. Richards
Blake Aaron Richards
Bo Wang
Christopher D Harvey
Cole L. Hurwitz
Dane Malenfant
Eva L Dyer
Eva L. Dyer
Ezekiel Williams
George D. Stetten
Guillaume Lajoie
Hamza Tahir Chaudhry
Jihang Wang
John M. Galeotti
Joshua I. Glaser
Justin Jude
Kai Xu
Kanaka Rajan
Karl Deisseroth
Konrad Kording
View all 50 co-authors