Jeffrey M. Beck

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
How does the brain compute with probabilities?
CoRR
Ralf M. Haefner, Jeffrey M. Beck, Cristina Savin, Mehrdad Salmasi, Xaq Pitkow
2021 J jnl
A confirmation bias in perceptual decision-making due to hierarchical approximate inference.
PLoS Comput. Biol.
Richard D. Lange, Ankani Chattoraj, Jeffrey M. Beck, Jacob L. Yates, Ralf M. Haefner
2017 J jnl
Neuron's eye view: Inferring features of complex stimuli from neural responses.
PLoS Comput. Biol.
Xin Chen, Jeffrey M. Beck, John M. Pearson
2017 J jnl
Probabilistic inference under time pressure leads to a cortical-to-subcortical shift in decision evidence integration.
NeuroImage
Hanna Oh-Descher, Jeffrey M. Beck, Silvia Ferrari, Marc A. Sommer, Tobias Egner
2015 — conf
Fast Second Order Stochastic Backpropagation for Variational Inference.
NIPS
Kai Fan, Ziteng Wang, Jeffrey M. Beck, James T. Kwok, Katherine A. Heller
2013 — conf
Demixing odors - fast inference in olfaction.
NIPS
Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham
2012 — conf
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.
NIPS
Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget
2012 — conf
Modelling Reciprocating Relationships with Hawkes Processes.
NIPS
Charles Blundell, Katherine A. Heller, Jeffrey M. Beck
2011 J jnl
Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons.
Neural Comput.
Jeffrey M. Beck, Vikranth R. Bejjanki, Alexandre Pouget
2009 J jnl
On the Maximization of Information Flow Between Spiking Neurons.
Neural Comput.
Lucas C. Parra, Jeffrey M. Beck, Anthony J. Bell
2007 J jnl
Exact Inferences in a Neural Implementation of a Hidden Markov Model.
Neural Comput.
Jeffrey M. Beck, Alexandre Pouget