Douglas B. Tweed

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 5

Top Topics

Spiking Neurons

Natural Actor Critic

Policy Gradient Methods

Top Venues

Trans. Mach. Learn. Res.

Publications

Ahmed Zerouali, Douglas B. Tweed
Error bounds and dynamics of bootstrapping in actor-critic reinforcement learning. Trans. Mach. Learn. Res. 2023 (2023)
Mohamed Akrout, Douglas B. Tweed
On Bock's Conjecture Regarding the Adam Optimizer. CoRR (2021)
Mohamed Akrout, Collin Wilson, Peter C. Humphreys, Timothy P. Lillicrap, Douglas B. Tweed
Deep Learning without Weight Transport. NeurIPS (2019)
Mohamed Akrout, Collin Wilson, Peter C. Humphreys, Timothy P. Lillicrap, Douglas B. Tweed
Deep Learning without Weight Transport. CoRR (2019)
Arash Samadi, Timothy P. Lillicrap, Douglas B. Tweed
Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights. Neural Comput. 29 (3) (2017)
Timothy P. Lillicrap, Daniel Cownden, Douglas B. Tweed, Colin J. Akerman
Random feedback weights support learning in deep neural networks. CoRR (2014)
Douglas B. Tweed
Optimal Control by Direct Approximation of the Gradient of the Cost-to-Go. Control. Intell. Syst. 41 (1) (2013)
Kristen Fortney, Douglas B. Tweed
Computational Advantages of Reverberating Loops for Sensorimotor Learning. Neural Comput. 24 (3) (2012)
Lakshminarayan V. Chinta, Douglas B. Tweed
Adaptive Optimal Control Without Weight Transport. Neural Comput. 24 (6) (2012)
M. N. Abdelghani, Timothy P. Lillicrap, Douglas B. Tweed
Sensitivity Derivatives for Flexible Sensorimotor Learning. Neural Comput. 20 (8) (2008)
Douglas B. Tweed, Tutis Vilis
The superior colliculus and spatiotemporal translation in the saccadic system. Neural Networks 3 (1) (1990)