Jeffrey M. Beck

According to our database, Jeffrey M. Beck authored at least 11 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How does the brain compute with probabilities?

Ralf M. Haefner, Jeffrey M. Beck, Cristina Savin, Mehrdad Salmasi, Xaq Pitkow

CoRR, 2024

2021

A confirmation bias in perceptual decision-making due to hierarchical approximate inference.

Richard D. Lange, Ankani Chattoraj, Jeffrey M. Beck, Jacob L. Yates, Ralf M. Haefner

PLoS Comput. Biol., 2021

2017

Neuron's eye view: Inferring features of complex stimuli from neural responses.

Xin Chen, Jeffrey M. Beck, John M. Pearson

PLoS Comput. Biol., 2017

Probabilistic inference under time pressure leads to a cortical-to-subcortical shift in decision evidence integration.

Hanna Oh-Descher, Jeffrey M. Beck, Silvia Ferrari, Marc A. Sommer, Tobias Egner

NeuroImage, 2017

2015

Fast Second Order Stochastic Backpropagation for Variational Inference.

Kai Fan, Ziteng Wang, Jeffrey M. Beck, James T. Kwok, Katherine A. Heller

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013

Demixing odors - fast inference in olfaction.

Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Modelling Reciprocating Relationships with Hawkes Processes.

Charles Blundell, Katherine A. Heller, Jeffrey M. Beck

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.

Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons.

Jeffrey M. Beck, Vikranth R. Bejjanki, Alexandre Pouget

Neural Comput., 2011

2009

On the Maximization of Information Flow Between Spiking Neurons.

Lucas C. Parra, Jeffrey M. Beck, Anthony J. Bell

Neural Comput., 2009

2007

Exact Inferences in a Neural Implementation of a Hidden Markov Model.

Jeffrey M. Beck, Alexandre Pouget

Neural Comput., 2007