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Alan A. Stocker, Ph.D. - Publications

Affiliations: 
Psychology University of Pennsylvania, Philadelphia, PA, United States 
Area:
computational perception, computational neuroscience
Website:
http://www.sas.upenn.edu/~astocker
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51 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Mao J, Stocker AA. Sensory perception is a holistic inference process. Psychological Review. PMID 38358715 DOI: 10.1037/rev0000457  0.796
2022 Benjamin AS, Zhang LQ, Qiu C, Stocker AA, Kording KP. Efficient neural codes naturally emerge through gradient descent learning. Nature Communications. 13: 7972. PMID 36581618 DOI: 10.1038/s41467-022-35659-7  0.738
2022 Ni L, Stocker AA. Efficient sensory encoding predicts robust averaging. Cognition. 232: 105334. PMID 36473239 DOI: 10.1016/j.cognition.2022.105334  0.348
2022 Zhang LQ, Stocker AA. Erratum: Zhang and Stocker, "Prior Expectations in Visual Speed Perception Predict Encoding Characteristics of Neurons in Area MT". The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 42: 4767. PMID 35613893 DOI: 10.1523/JNEUROSCI.0841-22.2022  0.605
2022 Zhang LQ, Stocker AA. Prior Expectations in Visual Speed Perception Predict Encoding Characteristics of Neurons in Area MT. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 42: 2951-2962. PMID 35169018 DOI: 10.1523/JNEUROSCI.1920-21.2022  0.675
2021 Luu L, Stocker AA. Categorical judgments do not modify sensory representations in working memory. Plos Computational Biology. 17: e1008968. PMID 34061849 DOI: 10.1371/journal.pcbi.1008968  0.594
2021 Noel JP, Zhang LQ, Stocker AA, Angelaki DE. Individuals with autism spectrum disorder have altered visual encoding capacity. Plos Biology. 19: e3001215. PMID 33979326 DOI: 10.1371/journal.pbio.3001215  0.62
2020 Qiu C, Luu L, Stocker AA. Benefits of commitment in hierarchical inference. Psychological Review. PMID 32212763 DOI: 10.1037/Rev0000193  0.724
2019 Qiu C, Luu L, Stocker AA. Is “confirmation bias” always a bad thing? Journal of Vision. 19: 40a. DOI: 10.1167/19.10.40A  0.687
2018 Stocker AA. Credo for optimality. The Behavioral and Brain Sciences. 41: e244. PMID 30767808 DOI: 10.1017/S0140525X18001346  0.33
2018 Luu L, Stocker AA. Post-decision biases reveal a self-consistency principle in perceptual inference. Elife. 7. PMID 29785928 DOI: 10.7554/Elife.33334  0.676
2018 Luu L, Stocker AA. Author response: Post-decision biases reveal a self-consistency principle in perceptual inference Elife. DOI: 10.7554/Elife.33334.030  0.607
2017 Wei XX, Stocker AA. Lawful relation between perceptual bias and discriminability. Proceedings of the National Academy of Sciences of the United States of America. PMID 28874578 DOI: 10.1073/Pnas.1619153114  0.772
2017 Luu L, Stocker A. Choice-induced biases in visually perceived numerosity Journal of Vision. 17: 745. DOI: 10.1167/17.10.745  0.65
2016 Wang Z, Stocker AA, Lee DD. Efficient Neural Codes That Minimize Lp Reconstruction Error. Neural Computation. 1-31. PMID 27764595 DOI: 10.1162/Neco_A_00900  0.657
2016 Luu L, Stocker A. Making a categorical decision does not modify the stimulus representation in working memory Journal of Vision. 16: 360. DOI: 10.1167/16.12.360  0.617
2016 Wei X, Stocker A. A new law defining the relationship between perceptual bias and discrimination threshold Journal of Vision. 16: 1112. DOI: 10.1167/16.12.1112  0.724
2015 Wei XX, Stocker AA. Mutual Information, Fisher Information, and Efficient Coding. Neural Computation. 1-22. PMID 26654209 DOI: 10.1162/Neco_A_00804  0.732
2015 Wei XX, Stocker AA. A Bayesian observer model constrained by efficient coding can explain 'anti-Bayesian' percepts. Nature Neuroscience. 18: 1509-17. PMID 26343249 DOI: 10.1038/Nn.4105  0.774
2015 Wei XX, Ortega P, Stocker A. Perceptual adaptation: Getting ready for the future. Journal of Vision. 15: 388. PMID 26326076 DOI: 10.1167/15.12.388  0.799
2015 Luu L, Stocker A. The decision, not the decision task, causes perceptual biases away from the decision boundary. Journal of Vision. 15: 302. PMID 26325990 DOI: 10.1167/15.12.302  0.588
2015 Jogan M, He A, Tank A, Stocker A. Humans maintain probabilistic belief states when tracking occluded objects. Journal of Vision. 15: 188. PMID 26325876 DOI: 10.1167/15.12.188  0.713
2015 Jogan M, Stocker AA. Signal Integration in Human Visual Speed Perception. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 9381-90. PMID 26109661 DOI: 10.1523/JNEUROSCI.4801-14.2015  0.783
2015 Jogan M, Stocker AA. Signal Integration in human visual speed perception Journal of Neuroscience. 35: 9381-9390. DOI: 10.1523/JNEUROSCI.4801-14.2015  0.749
2014 Gifford AM, Cohen YE, Stocker AA. Characterizing the impact of category uncertainty on human auditory categorization behavior. Plos Computational Biology. 10: e1003715. PMID 25032683 DOI: 10.1371/journal.pcbi.1003715  0.397
2014 Lee DD, Ortega PA, Stocker AA. Dynamic belief state representations. Current Opinion in Neurobiology. 25: 221-7. PMID 24632510 DOI: 10.1016/J.Conb.2014.01.018  0.606
2014 Jogan M, Stocker AA. A new two-alternative forced choice method for the unbiased characterization of perceptual bias and discriminability. Journal of Vision. 14: 20. PMID 24627460 DOI: 10.1167/14.3.20  0.779
2014 Jogan M, Stocker A. Optimal combination of multiple spatiotemporal frequency cues in human visual speed perception Journal of Vision. 14: 83-83. DOI: 10.1167/14.15.83  0.763
2014 Wei X, Stocker A. A Bayesian model constrained by efficient coding explains "anti-Bayesian" percepts Journal of Vision. 14: 23-23. DOI: 10.1167/14.15.23  0.733
2014 Wei X, Stocker A. A Bayesian observer model constrained by efficient coding accounts for both attractive and repulsive biases Journal of Vision. 14: 57-57. DOI: 10.1167/14.10.57  0.723
2013 Saarela T, Stocker A. Perception is biased by a preceding decision Journal of Vision. 13: 275-275. DOI: 10.1167/13.9.275  0.712
2013 Wang Z, Stocker AA, Lee DD. Fisher-optimal neural population codes for high-dimensional diffeomorphic stimulus representations Advances in Neural Information Processing Systems.  0.438
2012 Jogan M, Stocker A. A new 2AFC method for the comparison of stimuli that vary along multiple stimulus dimensions F1000research. 12: 619-619. DOI: 10.7490/F1000Research.1090492.1  0.746
2012 Stocker A. S4-4: Optimal Signal Integration across Spatiotemporal Frequency Channels in Visual Speed Perception I-Perception. 3: 592-592. DOI: 10.1068/if592  0.429
2012 Wang Z, Stocker AA, Lee DD. Optimal neural tuning curves for arbitrary stimulus distributions: Discrimax, infomax and minimum Lp loss Advances in Neural Information Processing Systems. 3: 2168-2176.  0.392
2011 Hedges JH, Stocker AA, Simoncelli EP. Optimal inference explains the perceptual coherence of visual motion stimuli. Journal of Vision. 11. PMID 21602554 DOI: 10.1167/11.6.14  0.77
2011 Jogan M, Stocker AA. Optimal signal integration across spatiotemporal frequency channels accounts for perceived visual speed Journal of Vision. 11: 699-699. DOI: 10.1167/11.11.699  0.746
2010 Rust NC, Stocker AA. Ambiguity and invariance: two fundamental challenges for visual processing. Current Opinion in Neurobiology. 20: 382-8. PMID 20545020 DOI: 10.1016/j.conb.2010.04.013  0.707
2010 Stocker AA, Majaj N, Tailby C, Movshon JA, Simoncelli EP. Decoding velocity from population responses in area MT of the macaque Journal of Vision. 9: 741-741. DOI: 10.1167/9.8.741  0.65
2010 Stocker A, Simoncelli E. A model of self-consistent perception Journal of Vision. 8: 1106-1106. DOI: 10.1167/8.6.1106  0.716
2010 Stocker AA, Simoncelli EP. Characterizing changes in perceived speed and speed discriminability arising from motion adaptation Journal of Vision. 7: 1005-1005. DOI: 10.1167/7.9.1005  0.689
2009 Stocker AA, Simoncelli EP. Visual motion aftereffects arise from a cascade of two isomorphic adaptation mechanisms. Journal of Vision. 9: 9.1-14. PMID 19761342 DOI: 10.1167/9.9.9  0.721
2009 Seriès P, Stocker AA, Simoncelli EP. Is the homunculus "aware" of sensory adaptation? Neural Computation. 21: 3271-304. PMID 19686064 DOI: 10.1162/neco.2009.09-08-869  0.738
2007 Stocker AA, Simoncelli EP. A Bayesian Model of Conditioned Perception. Advances in Neural Information Processing Systems. 2007: 1409-1416. PMID 25328364  0.712
2007 Clifford CW, Webster MA, Stanley GB, Stocker AA, Kohn A, Sharpee TO, Schwartz O. Visual adaptation: neural, psychological and computational aspects. Vision Research. 47: 3125-31. PMID 17936871 DOI: 10.1016/J.Visres.2007.08.023  0.597
2006 Stocker AA, Simoncelli EP. Noise characteristics and prior expectations in human visual speed perception. Nature Neuroscience. 9: 578-85. PMID 16547513 DOI: 10.1038/nn1669  0.737
2006 Stocker AA. Analog integrated 2-D optical flow sensor Analog Integrated Circuits and Signal Processing. 46: 121-138. DOI: 10.1007/s10470-005-0439-2  0.32
2005 Stocker AA, Simoncelli EP. Constraining the prior and likelihood in a Bayesian model of human visual speed perception Journal of Vision. 5: 928-928. DOI: 10.1167/5.8.928  0.736
2005 Stocker AA, Simoncelli EP. Constraining a bayesian model of human visual speed perception Advances in Neural Information Processing Systems.  0.714
2005 Stocker AA, Simoncelli EP. Sensory adaptation within a Bayesian framework for perception Advances in Neural Information Processing Systems. 1289-1296.  0.694
2004 Stocker AA, Douglas RJ. Analog integrated 2-D optical flow sensor with programmable pixels Proceedings - Ieee International Symposium On Circuits and Systems. 3: III9-III12.  0.382
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