Jeffrey M. Beck

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 3

Top Topics

Generative Process

Bucket Elimination

Collapsed Gibbs Sampling

Top Venues

PLoS Comput. Biol.

Publications

Richard D. Lange, Ankani Chattoraj, Jeffrey M. Beck, Jacob L. Yates, Ralf M. Haefner
A confirmation bias in perceptual decision-making due to hierarchical approximate inference. PLoS Comput. Biol. 17 (11) (2021)
Hanna Oh-Descher, Jeffrey M. Beck, Silvia Ferrari, Marc A. Sommer, Tobias Egner
Probabilistic inference under time pressure leads to a cortical-to-subcortical shift in decision evidence integration. NeuroImage 162 (2017)
Xin Chen, Jeffrey M. Beck, John M. Pearson
Neuron's eye view: Inferring features of complex stimuli from neural responses. PLoS Comput. Biol. 13 (8) (2017)
Kai Fan, Ziteng Wang, Jeffrey M. Beck, James T. Kwok, Katherine A. Heller
Fast Second Order Stochastic Backpropagation for Variational Inference. NIPS (2015)
Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham
Demixing odors - fast inference in olfaction. NIPS (2013)
Charles Blundell, Katherine A. Heller, Jeffrey M. Beck
Modelling Reciprocating Relationships with Hawkes Processes. NIPS (2012)
Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models. NIPS (2012)
Jeffrey M. Beck, Vikranth R. Bejjanki, Alexandre Pouget
Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons. Neural Comput. 23 (6) (2011)
Lucas C. Parra, Jeffrey M. Beck, Anthony J. Bell
On the Maximization of Information Flow Between Spiking Neurons. Neural Comput. 21 (11) (2009)
Jeffrey M. Beck, Alexandre Pouget
Exact Inferences in a Neural Implementation of a Hidden Markov Model. Neural Comput. 19 (5) (2007)