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ORCIDJeffrey M. Beck
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- affiliation: Duke University, Department of Neurobiology
- affiliation: University of Rochester, Department of Brain and Cognitive Sciences
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2020 – today
- 2024
[i1]Ralf M. Haefner, Jeffrey M. Beck, Cristina Savin, Mehrdad Salmasi, Xaq Pitkow:
How does the brain compute with probabilities? CoRR abs/2409.02709 (2024)- 2021
- [j6]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)
2010 – 2019
- 2017
- [j5]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: 138-150 (2017) - [j4]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) - 2015
- [c4]Kai Fan, Ziteng Wang, Jeffrey M. Beck, James T. Kwok, Katherine A. Heller:
Fast Second Order Stochastic Backpropagation for Variational Inference. NIPS 2015: 1387-1395 - 2013
- [c3]Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham:
Demixing odors - fast inference in olfaction. NIPS 2013: 1968-1976 - 2012
- [c2]Charles Blundell, Katherine A. Heller, Jeffrey M. Beck:
Modelling Reciprocating Relationships with Hawkes Processes. NIPS 2012: 2609-2617 - [c1]Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget:
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models. NIPS 2012: 3068-3076 - 2011
- [j3]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): 1484-1502 (2011)
2000 – 2009
- 2009
- [j2]Lucas C. Parra, Jeffrey M. Beck, Anthony J. Bell:
On the Maximization of Information Flow Between Spiking Neurons. Neural Comput. 21(11): 2991-3009 (2009) - 2007
- [j1]Jeffrey M. Beck, Alexandre Pouget:
Exact Inferences in a Neural Implementation of a Hidden Markov Model. Neural Comput. 19(5): 1344-1361 (2007)
Coauthor Index
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