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Year Citation  Score
2021 Bates CJ, Jacobs RA. Optimal attentional allocation in the presence of capacity constraints in uncued and cued visual search. Journal of Vision. 21: 3. PMID 33944906 DOI: 10.1167/jov.21.5.3  0.72
2020 Bates CJ, Jacobs RA. Efficient data compression in perception and perceptual memory. Psychological Review. PMID 32324016 DOI: 10.1037/rev0000197  0.72
2020 Bates CJ, Sims CR, Jacobs RA. The importance of constraints on constraints. The Behavioral and Brain Sciences. 43: e3. PMID 32159481 DOI: 10.1017/S0140525X19001572  1
2019 Bates CJ, Lerch RA, Sims CR, Jacobs RA. Adaptive allocation of human visual working memory capacity during statistical and categorical learning. Journal of Vision. 19: 11. PMID 30802280 DOI: 10.1167/19.2.11  1
2016 Erdogan G, Chen Q, Garcea FE, Mahon BZ, Jacobs RA. Multisensory Part-based Representations of Objects in Human Lateral Occipital Cortex. Journal of Cognitive Neuroscience. 1-13. PMID 26918587 DOI: 10.1162/jocn_a_00937  1
2016 Piantadosi ST, Jacobs RA. Four Problems Solved by the Probabilistic Language of Thought Current Directions in Psychological Science. 25: 54-59. DOI: 10.1177/0963721415609581  1
2015 Erdogan G, Yildirim I, Jacobs RA. From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach. Plos Computational Biology. 11: e1004610. PMID 26554704 DOI: 10.1371/Journal.Pcbi.1004610  1
2015 Yildirim I, Jacobs RA. Learning multisensory representations for auditory-visual transfer of sequence category knowledge: a probabilistic language of thought approach. Psychonomic Bulletin & Review. 22: 673-86. PMID 25338656 DOI: 10.3758/S13423-014-0734-Y  1
2014 Orhan AE, Jacobs RA. Toward ecologically realistic theories in visual short-term memory research. Attention, Perception & Psychophysics. 76: 2158-70. PMID 24658920 DOI: 10.3758/s13414-014-0649-8  1
2014 Orhan AE, Sims CR, Jacobs RA, Knill DC. The Adaptive Nature of Visual Working Memory Current Directions in Psychological Science. 23: 164-170. DOI: 10.1177/0963721414529144  1
2014 Keane TP, Cahill ND, Tarduno JA, Jacobs RA, Pelz JB. Computer vision enhances mobile eye-tracking to expose expert cognition in natural-scene visual-search tasks Proceedings of Spie - the International Society For Optical Engineering. 9014. DOI: 10.1117/12.2040493  1
2013 Orhan AE, Jacobs RA. A probabilistic clustering theory of the organization of visual short-term memory. Psychological Review. 120: 297-328. PMID 23356778 DOI: 10.1037/a0031541  1
2013 Sims CR, Neth H, Jacobs RA, Gray WD. Melioration as rational choice: sequential decision making in uncertain environments. Psychological Review. 120: 139-54. PMID 23230889 DOI: 10.1037/a0030850  1
2013 Yildirim I, Jacobs RA. Transfer of object category knowledge across visual and haptic modalities: experimental and computational studies. Cognition. 126: 135-48. PMID 23102553 DOI: 10.1016/J.Cognition.2012.08.005  1
2012 Sims CR, Jacobs RA, Knill DC. An ideal observer analysis of visual working memory. Psychological Review. 119: 807-30. PMID 22946744 DOI: 10.1037/a0029856  1
2012 Yildirim I, Jacobs RA. A rational analysis of the acquisition of multisensory representations. Cognitive Science. 36: 305-32. PMID 22141921 DOI: 10.1111/J.1551-6709.2011.01216.X  1
2012 Evans KM, Jacobs RA, Tarduno JA, Pelz JB. Collecting and analyzing eye-tracking data in outdoor environments Journal of Eye Movement Research. 5. DOI: 10.16910/Jemr.5.2.6  1
2012 Keane TP, Cahill ND, Rhody H, Hu B, Tarduno J, Jacobs R, Pelz J. Sphere2: Jerry's rig, an OpenGL application for non-linear panorama viewing and interaction 2012 Western New York Image Processing Workshop, Wnyipw 2012. 13-16. DOI: 10.1109/WNYIPW.2012.6466648  1
2012 Dominguez M, Jacobs RA. Learning the best first: Interactions between visual development and learning Neuroconstructivism. 2. DOI: 10.1093/acprof:oso/9780198529934.003.0003  1
2012 Michel MM, Brouwer AM, Jacobs RA, Knill DC. Optimality Principles Apply to a Broad Range of Information Integration Problems in Perception and Action Sensory Cue Integration. DOI: 10.1093/acprof:oso/9780195387247.003.0015  1
2011 Yakushijin R, Jacobs RA. Are people successful at learning sequences of actions on a perceptual matching task? Cognitive Science. 35: 939-62. PMID 21545487 DOI: 10.1111/j.1551-6709.2011.01176.x  1
2011 Sims CR, Jacobs RA, Knill DC. Adaptive allocation of vision under competing task demands. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 928-43. PMID 21248118 DOI: 10.1523/JNEUROSCI.4240-10.2011  1
2011 Jacobs RA, Kruschke JK. Bayesian learning theory applied to human cognition Wiley Interdisciplinary Reviews: Cognitive Science. 2: 8-21. DOI: 10.1002/wcs.80  1
2010 Jacobs RA, Shams L. Visual learning in multisensory environments. Topics in Cognitive Science. 2: 217-25. PMID 25163785 DOI: 10.1111/j.1756-8765.2009.01056.x  1
2010 Jacobs RA. Integrated approaches to perceptual learning Topics in Cognitive Science. 2: 182-188. PMID 25163782 DOI: 10.1111/j.1756-8765.2009.01079.x  1
2010 Orhan AE, Michel MM, Jacobs RA. Visual learning with reliable and unreliable features. Journal of Vision. 10: 2.1-15. PMID 20462303 DOI: 10.1167/10.2.2  1
2009 Jacobs RA. Adaptive precision pooling of model neuron activities predicts the efficiency of human visual learning Journal of Vision. 9. PMID 19757931 DOI: 10.1167/9.4.22  1
2008 Clayards M, Tanenhaus MK, Aslin RN, Jacobs RA. Perception of speech reflects optimal use of probabilistic speech cues. Cognition. 108: 804-9. PMID 18582855 DOI: 10.1016/J.Cognition.2008.04.004  1
2008 Michel MM, Jacobs RA. Learning optimal integration of arbitrary features in a perceptual discrimination task. Journal of Vision. 8: 3.1-16. PMID 18318629 DOI: 10.1167/8.2.3  1
2008 Chhabra M, Jacobs RA. Learning to combine motor primitives via greedy additive regression Journal of Machine Learning Research. 9: 1535-1558.  1
2007 Michel MM, Jacobs RA. Parameter learning but not structure learning: a Bayesian network model of constraints on early perceptual learning. Journal of Vision. 7: 4. PMID 17461672 DOI: 10.1167/7.1.4  1
2007 Ivanchenko V, Jacobs RA. Visual learning by cue-dependent and cue-invariant mechanisms. Vision Research. 47: 145-56. PMID 17150239 DOI: 10.1016/J.Visres.2006.09.028  1
2006 Chhabra M, Jacobs RA. Near-optimal human adaptive control across different noise environments. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 10883-7. PMID 17050726 DOI: 10.1523/Jneurosci.2238-06.2006  1
2006 Chhabra M, Jacobs RA. Properties of synergies arising from a theory of optimal motor behavior. Neural Computation. 18: 2320-42. PMID 16907628 DOI: 10.1162/Neco.2006.18.10.2320  1
2006 Michel MM, Jacobs RA. The costs of ignoring high-order correlations in populations of model neurons. Neural Computation. 18: 660-82. PMID 16483412 DOI: 10.1162/089976606775623298  1
2004 Aslin RN, Battaglia PW, Jacobs RA. Depth-dependent contrast gain-control. Vision Research. 44: 685-93. PMID 14751553 DOI: 10.1016/j.visres.2003.11.005  1
2004 Battaglia PW, Jacobs RA, Aslin RN. Depth-dependent blur adaptation. Vision Research. 44: 113-7. PMID 14637361 DOI: 10.1016/j.visres.2003.09.010  1
2003 Atkins JE, Jacobs RA, Knill DC. Experience-dependent visual cue recalibration based on discrepancies between visual and haptic percepts. Vision Research. 43: 2603-13. PMID 14552802 DOI: 10.1016/S0042-6989(03)00470-X  1
2003 Ivanchenko V, Jacobs RA. A developmental approach AIDS motor learning. Neural Computation. 15: 2051-65. PMID 12959665 DOI: 10.1162/089976603322297287  1
2003 Battaglia PW, Jacobs RA, Aslin RN. Bayesian integration of visual and auditory signals for spatial localization. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 20: 1391-7. PMID 12868643 DOI: 10.1364/Josaa.20.001391  1
2003 Jacobs RA, Dominguez M. Visual development and the acquisition of motion velocity sensitivities. Neural Computation. 15: 761-81. PMID 12689386 DOI: 10.1162/08997660360581895  1
2003 Dominguez M, Jacobs RA. Developmental constraints aid the acquisition of binocular disparity sensitivities. Neural Computation. 15: 161-82. PMID 12590824 DOI: 10.1162/089976603321043748  1
2002 Fine I, Jacobs RA. Comparing perceptual learning tasks: a review. Journal of Vision. 2: 190-203. PMID 12678592 DOI: 10.1167/2.2.5  1
2002 Jacobs RA, Jiang W, Tanner MA. Factorial hidden Markov models and the generalized backfitting algorithm. Neural Computation. 14: 2415-37. PMID 12396569 DOI: 10.1162/08997660260293283  1
2002 Girshick AR, Banks MS, Ernst MO, Cooper R, Jacobs RA. Variance predicts visual-haptic adaptation in shape perception Journal of Vision. 2: 670a. DOI: 10.1167/2.7.670  1
2002 Fine I, Jacobs RA. Perceptual learning and task complexity Journal of Vision. 2: 561a. DOI: 10.1167/2.7.561  1
2002 Dominguez M, Jacobs RA. Interactions between development and learning during the acquisition of binocular disparity sensitivities Proceedings - 2nd International Conference On Development and Learning, Icdl 2002. 215-220. DOI: 10.1109/DEVLRN.2002.1011872  1
2002 Jacobs RA. What determines visual cue reliability? Trends in Cognitive Sciences. 6: 345-350. DOI: 10.1016/S1364-6613(02)01948-4  1
2001 Atkins JE, Fiser J, Jacobs RA. Experience-dependent visual cue integration based on consistencies between visual and haptic percepts. Vision Research. 41: 449-61. PMID 11166048 DOI: 10.1016/S0042-6989(00)00254-6  1
2000 Fine I, Jacobs RA. Perceptual learning for a pattern discrimination task. Vision Research. 40: 3209-30. PMID 11008139 DOI: 10.1016/S0042-6989(00)00163-2  1
2000 Meegan DV, Aslin RN, Jacobs RA. Motor timing learned without motor training. Nature Neuroscience. 3: 860-2. PMID 10966614 DOI: 10.1038/78757  1
1999 Jacobs RA, Fine I. Experience-dependent integration of texture and motion cues to depth. Vision Research. 39: 4062-75. PMID 10748939 DOI: 10.1016/S0042-6989(99)00120-0  1
1999 Jacobs RA. Optimal integration of texture and motion cues to depth Vision Research. 39: 3621-3629. PMID 10746132 DOI: 10.1016/S0042-6989(99)00088-7  1
1999 Fine I, Jacobs RA. Modeling the combination of motion, stereo, and vergence angle cues to visual depth. Neural Computation. 11: 1297-330. PMID 10423497 DOI: 10.1162/089976699300016250  1
1999 Jacobs RA. Computational studies of the development of functionally specialized neural modules Trends in Cognitive Sciences. 3: 31-38. DOI: 10.1016/S1364-6613(98)01260-1  1
1997 Jacobs RA. Bias/variance analyses of mixtures-of-experts architectures Neural Computation. 9: 369-383. PMID 9117907 DOI: 10.1162/neco.1997.9.2.369  1
1997 Jacobs RA, Peng F, Tanner MA. A Bayesian approach to model selection in hierarchical mixtures-of-experts architectures Neural Networks. 10: 231-241. DOI: 10.1016/S0893-6080(96)00050-0  1
1995 Kosslyn SM, Chabris CF, Marsolek CJ, Jacobs RA, Koenig O. On computational evidence for different types of spatial relations encoding: reply to Cook et al. (1995). Journal of Experimental Psychology. Human Perception and Performance. 21: 423-31. PMID 7714481 DOI: 10.1037//0096-1523.21.2.423  1
1995 Jacobs RA. Methods for combining experts' probability assessments Neural Computation. 7: 867-888. PMID 7584890 DOI: 10.1162/neco.1995.7.5.867  1
1994 Jacobs RA, Kosslyn SM. Encoding shape and spatial relations: The role of receptive field size in coordinating complementary representations Cognitive Science. 18: 361-386. DOI: 10.1016/0364-0213(94)90014-0  1
1993 Jacobs RA, Jordan MI. Learning Piecewise Control Strategies in a Modular Neural Network Architecture Ieee Transactions On Systems, Man and Cybernetics. 23: 337-345. DOI: 10.1109/21.229447  1
1992 Jacobs RA, Jordan MI. Computational Consequences of a Bias toward Short Connections. Journal of Cognitive Neuroscience. 4: 323-36. PMID 23968126 DOI: 10.1162/jocn.1992.4.4.323  1
1991 Jacobs RA, Jordan MI, Nowlan SJ, Hinton GE. Adaptive Mixtures of Local Experts. Neural Computation. 3: 79-87. PMID 31141872 DOI: 10.1162/neco.1991.3.1.79  1
1991 Jacobs RA, Jordan MI, Barto AG. Task decomposition through competition in a modular connectionist architecture: The what and where vision tasks Cognitive Science. 15: 219-250. DOI: 10.1016/0364-0213(91)80006-Q  1
1988 Jacobs RA. Increased rates of convergence through learning rate adaptation Neural Networks. 1: 295-307. DOI: 10.1016/0893-6080(88)90003-2  1
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