Matthew D. Golub

12 papers A* 4Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
Accurate Identification of Communication Between Multiple Interacting Neural Populations.
ICML
Belle Liu, Jacob Sacks, Matthew D. Golub
2025 J jnl
Accurate identification of communication between multiple interacting neural populations.
CoRR
Belle Liu, Jacob Sacks, Matthew D. Golub
2024 A* conf
Active learning of neural population dynamics using two-photon holographic optogenetics.
NeurIPS
Andrew Wagenmaker, Lu Mi, Marton Rozsa, Matthew S. Bull, Karel Svoboda, Kayvon Daie, Matthew D. Golub, Kevin Jamieson
2024 J jnl
Active learning of neural population dynamics using two-photon holographic optogenetics.
CoRR
Andrew Wagenmaker, Lu Mi, Marton Rozsa, Matthew S. Bull, Karel Svoboda, Kayvon Daie, Matthew D. Golub, Kevin Jamieson
2019 A* conf
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics.
NeurIPS
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
2019 J jnl
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics.
CoRR
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
2019 A* conf
Universality and individuality in neural dynamics across large populations of recurrent networks.
NeurIPS
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
2019 J jnl
Universality and individuality in neural dynamics across large populations of recurrent networks.
CoRR
Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo
2018 J jnl
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks.
J. Open Source Softw.
Matthew D. Golub, David Sussillo
2014 J jnl
Neural constraints on learning.
Nat.
Patrick T. Sadtler, Kristin M. Quick, Matthew D. Golub, Steven M. Chase, Stephen I. Ryu, Elizabeth C. Tyler-Kabara, Byron M. Yu, Aaron P. Batista
2013 — conf
Learning an Internal Dynamics Model from Control Demonstration.
ICML (1)
Matthew D. Golub, Steven M. Chase, Byron M. Yu
2012 — conf
Internal models engaged by brain-computer interface control.
EMBC
Matthew D. Golub, Byron M. Yu, Steven M. Chase