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Jeffrey 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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Journal Articles

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2021
[j6]
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  - journals/ploscb/LangeCBYH21
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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)
2017
[j5]
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  - journals/neuroimage/Oh-DescherBFSE17
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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]
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  - journals/ploscb/ChenBP17
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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)
2011
[j3]
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  - journals/neco/BeckBP11
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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)
2009
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  - journals/neco/ParraBB09
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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]
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Jeffrey M. Beck, Alexandre Pouget:
Exact Inferences in a Neural Implementation of a Hidden Markov Model. Neural Comput. 19(5): 1344-1361 (2007)

Conference and Workshop Papers

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2015
[c4]
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  - conf/nips/FanWBKH15
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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]
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  - conf/nips/Grabska-BarwinskaBPL13
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Agnieszka Grabska-Barwinska, Jeffrey M. Beck, Alexandre Pouget, Peter E. Latham:
Demixing odors - fast inference in olfaction. NIPS 2013: 1968-1976
2012
[c2]
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  - conf/nips/BlundellHB12
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Charles Blundell, Katherine A. Heller, Jeffrey M. Beck:
Modelling Reciprocating Relationships with Hawkes Processes. NIPS 2012: 2609-2617
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Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget:
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models. NIPS 2012: 3068-3076

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