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Bradley C. Love - Publications

Affiliations: 
University of Texas, Austin, Texas 
 University College London, London, United Kingdom 
Area:
Cognition, Human learning and Decision making
Website:
http://bradlove.org/
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92 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 Bröker F, Holt LL, Roads BD, Dayan P, Love BC. Demystifying unsupervised learning: how it helps and hurts. Trends in Cognitive Sciences. PMID 39353836 DOI: 10.1016/j.tics.2024.09.005  0.379
2024 Poldrack RA, Markiewicz CJ, Appelhoff S, Ashar YK, Auer T, Baillet S, Bansal S, Beltrachini L, Benar CG, Bertazzoli G, Bhogawar S, Blair RW, Bortoletto M, Boudreau M, Brooks TL, ... ... Love BC, et al. The past, present, and future of the brain imaging data structure (BIDS). Imaging Neuroscience (Cambridge, Mass.). 2: 1-19. PMID 39308505 DOI: 10.1162/imag_a_00103  0.497
2024 Broschard MB, Kim J, Love BC, Halverson HE, Freeman JH. Disrupting dorsal hippocampus impairs category learning in rats. Neurobiology of Learning and Memory. 212: 107941. PMID 38768684 DOI: 10.1016/j.nlm.2024.107941  0.359
2024 Mack ML, Love BC, Preston AR. Distinct hippocampal mechanisms support concept formation and updating. Biorxiv : the Preprint Server For Biology. PMID 38405893 DOI: 10.1101/2024.02.14.580181  0.358
2023 Love BC, Mok RM. You can't play 20 questions with nature and win redux. The Behavioral and Brain Sciences. 46: e402. PMID 38054340 DOI: 10.1017/S0140525X23001747  0.78
2023 Poldrack RA, Markiewicz CJ, Appelhoff S, Ashar YK, Auer T, Baillet S, Bansal S, Beltrachini L, Benar CG, Bertazzoli G, Bhogawar S, Blair RW, Bortoletto M, Boudreau M, Brooks TL, ... ... Love BC, et al. The Past, Present, and Future of the Brain Imaging Data Structure (BIDS). Arxiv. PMID 37744469  0.497
2023 Mok RM, Love BC. A multilevel account of hippocampal function in spatial and concept learning: Bridging models of behavior and neural assemblies. Science Advances. 9: eade6903. PMID 37478189 DOI: 10.1126/sciadv.ade6903  0.773
2022 Aho K, Roads BD, Love BC. System alignment supports cross-domain learning and zero-shot generalisation. Cognition. 227: 105200. PMID 35717766 DOI: 10.1016/j.cognition.2022.105200  0.394
2021 Bröker F, Love BC, Dayan P. When unsupervised training benefits category learning. Cognition. 221: 104984. PMID 34954447 DOI: 10.1016/j.cognition.2021.104984  0.405
2021 Bobadilla-Suarez S, Jones M, Love BC. Robust priors for regularized regression. Cognitive Psychology. 132: 101444. PMID 34861584 DOI: 10.1016/j.cogpsych.2021.101444  0.501
2021 Broschard MB, Kim J, Love BC, Wasserman EA, Freeman JH. Prelimbic cortex maintains attention to category-relevant information and flexibly updates category representations. Neurobiology of Learning and Memory. 107524. PMID 34560284 DOI: 10.1016/j.nlm.2021.107524  0.349
2020 Mok RM, Love BC. Abstract Neural Representations of Category Membership beyond Information Coding Stimulus or Response. Journal of Cognitive Neuroscience. 1-17. PMID 33226315 DOI: 10.1162/jocn_a_01651  0.77
2020 Botvinik-Nezer R, Holzmeister F, Camerer CF, Dreber A, Huber J, Johannesson M, Kirchler M, Iwanir R, Mumford JA, Adcock RA, Avesani P, Baczkowski BM, Bajracharya A, Bakst L, Ball S, ... ... Love BC, et al. Variability in the analysis of a single neuroimaging dataset by many teams. Nature. PMID 32483374 DOI: 10.1038/S41586-020-2314-9  0.492
2020 Broschard MB, Kim J, Love BC, Freeman JH. Category learning in rodents using touchscreen-based tasks. Genes, Brain, and Behavior. PMID 32383519 DOI: 10.1111/Gbb.12665  0.433
2020 Hornsby AN, Love BC. How decisions and the desire for coherency shape subjective preferences over time. Cognition. 200: 104244. PMID 32222615 DOI: 10.1016/j.cognition.2020.104244  0.429
2020 Mack ML, Preston AR, Love BC. Ventromedial prefrontal cortex compression during concept learning. Nature Communications. 11: 46. PMID 31911628 DOI: 10.1038/S41467-019-13930-8  0.489
2020 Roads BD, Love BC. Learning as the unsupervised alignment of conceptual systems Nature Machine Intelligence. 2: 76-82. DOI: 10.1038/s42256-019-0132-2  0.413
2020 Love BC. Model-based fMRI analysis of memory Current Opinion in Behavioral Sciences. 32: 88-93. DOI: 10.1016/j.cobeha.2020.02.012  0.373
2019 Poldrack RA, Feingold F, Frank MJ, Gleeson P, de Hollander G, Huys QJ, Love BC, Markiewicz CJ, Moran R, Ritter P, Rogers TT, Turner BM, Yarkoni T, Zhan M, Cohen JD. The importance of standards for sharing of computational models and data. Computational Brain & Behavior. 2: 229-232. PMID 32440654 DOI: 10.1007/s42113-019-00062-x  0.458
2019 Mok RM, Love BC. A non-spatial account of place and grid cells based on clustering models of concept learning. Nature Communications. 10: 5685. PMID 31831749 DOI: 10.1038/S41467-019-13760-8  0.796
2019 Schulz E, Bhui R, Love BC, Brier B, Todd MT, Gershman SJ. Structured, uncertainty-driven exploration in real-world consumer choice. Proceedings of the National Academy of Sciences of the United States of America. PMID 31235598 DOI: 10.1073/Pnas.1821028116  0.428
2019 Broschard MB, Kim J, Love BC, Wasserman EA, Freeman JH. Selective attention in rat visual category learning. Learning & Memory (Cold Spring Harbor, N.Y.). 26: 84-92. PMID 30770465 DOI: 10.1101/Lm.048942.118  0.479
2018 Love BC. Model comparison, not model falsification. The Behavioral and Brain Sciences. 41: e233. PMID 30767837 DOI: 10.1017/S0140525X18001516  0.343
2018 Inhoff MC, Libby LA, Noguchi T, Love BC, Ranganath C. Dynamic integration of conceptual information during learning. Plos One. 13: e0207357. PMID 30427917 DOI: 10.1371/Journal.Pone.0207357  0.541
2018 Braunlich K, Love BC. Occipitotemporal representations reflect individual differences in conceptual knowledge. Journal of Experimental Psychology. General. PMID 30382719 DOI: 10.1037/Xge0000501  0.451
2018 Ahlheim C, Love BC. Estimating the functional dimensionality of neural representations. Neuroimage. PMID 29886143 DOI: 10.1016/j.neuroimage.2018.06.015  0.332
2018 Parpart P, Jones M, Love BC. Heuristics as Bayesian inference under extreme priors. Cognitive Psychology. 102: 127-144. PMID 29500961 DOI: 10.1016/J.Cogpsych.2017.11.006  0.558
2017 Turner BM, Forstmann BU, Love BC, Palmeri TJ, Van Maanen L. Approaches to Analysis in Model-based Cognitive Neuroscience. Journal of Mathematical Psychology. 76: 65-79. PMID 31745373 DOI: 10.1016/J.Jmp.2016.01.001  0.369
2017 Palmeri TJ, Love BC, Turner BM. Model-based cognitive neuroscience. Journal of Mathematical Psychology. 76: 59-64. PMID 30147145 DOI: 10.1016/J.Jmp.2016.10.010  0.381
2017 Mack ML, Love BC, Preston AR. Building concepts one episode at a time: The hippocampus and concept formation. Neuroscience Letters. PMID 28801273 DOI: 10.1016/J.Neulet.2017.07.061  0.472
2017 De Martino B, Bobadilla-Suarez S, Nouguchi T, Sharot T, Love BC. Social Information is Integrated into Value and Confidence Judgments According to its Reliability. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28566360 DOI: 10.1523/JNEUROSCI.3880-16.2017  0.312
2017 Bobadilla-Suarez S, Love BC. Fast or Frugal, but Not Both: Decision Heuristics Under Time Pressure. Journal of Experimental Psychology. Learning, Memory, and Cognition. PMID 28557503 DOI: 10.1037/xlm0000419  0.34
2017 Riefer PS, Prior R, Blair N, Pavey G, Love BC. Coherency Maximizing Exploration in the Supermarket. Nature Human Behaviour. 1. PMID 28239664 DOI: 10.1038/s41562-016-0017  0.346
2016 Mack ML, Love BC, Preston AR. Dynamic updating of hippocampal object representations reflects new conceptual knowledge. Proceedings of the National Academy of Sciences of the United States of America. PMID 27803320 DOI: 10.1073/Pnas.1614048113  0.483
2016 Spiers HJ, Love BC, Le Pelley ME, Gibb CE, Murphy RA. Anterior Temporal Lobe Tracks the Formation of Prejudice. Journal of Cognitive Neuroscience. 1-15. PMID 27800703 DOI: 10.1162/Jocn_A_01056  0.37
2016 Love BC. Cognitive Models as Bridge between Brain and Behavior. Trends in Cognitive Sciences. PMID 26947873 DOI: 10.1016/j.tics.2016.02.006  0.319
2016 Blanco NJ, Love BC, Ramscar M, Otto AR, Smayda K, Maddox WT. Exploratory Decision-Making as a Function of Lifelong Experience, Not Cognitive Decline. Journal of Experimental Psychology. General. PMID 26726916 DOI: 10.1037/Xge0000133  0.339
2015 Blanco NJ, Love BC, Cooper JA, McGeary JE, Knopik VS, Maddox WT. A frontal dopamine system for reflective exploratory behavior. Neurobiology of Learning and Memory. 123: 84-91. PMID 26004676 DOI: 10.1016/J.Nlm.2015.05.004  0.429
2015 Riefer PS, Love BC. Unfazed by both the bull and bear: Strategic exploration in dynamic environments Games. 6: 251-261. DOI: 10.3390/g6030251  0.312
2014 Davis T, Xue G, Love BC, Preston AR, Poldrack RA. Global neural pattern similarity as a common basis for categorization and recognition memory. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 7472-84. PMID 24872552 DOI: 10.1523/Jneurosci.3376-13.2014  0.674
2014 Otto AR, Knox WB, Markman AB, Love BC. Physiological and behavioral signatures of reflective exploratory choice. Cognitive, Affective & Behavioral Neuroscience. 14: 1167-83. PMID 24664860 DOI: 10.3758/s13415-014-0260-4  0.606
2014 Anderson OR, Love BC, Tsai MJ. Neuroscience Perspectives for Science and Mathematics Learning in Technology-Enhanced Learning Environments: Editorial International Journal of Science and Mathematics Education. 12: 467-474. DOI: 10.1007/S10763-014-9540-2  0.463
2013 Mack ML, Preston AR, Love BC. Decoding the brain's algorithm for categorization from its neural implementation. Current Biology : Cb. 23: 2023-7. PMID 24094852 DOI: 10.1016/J.Cub.2013.08.035  0.389
2013 Blanco NJ, Otto AR, Maddox WT, Beevers CG, Love BC. The influence of depression symptoms on exploratory decision-making. Cognition. 129: 563-8. PMID 24055832 DOI: 10.1016/J.Cognition.2013.08.018  0.322
2013 Glass BD, Maddox WT, Love BC. Real-time strategy game training: emergence of a cognitive flexibility trait. Plos One. 8: e70350. PMID 23950921 DOI: 10.1371/Journal.Pone.0070350  0.32
2013 Giguère G, Love BC. Limits in decision making arise from limits in memory retrieval. Proceedings of the National Academy of Sciences of the United States of America. 110: 7613-8. PMID 23610402 DOI: 10.1073/pnas.1219674110  0.365
2013 Sanders M, Davis T, Love BC. Is better beautiful or is beautiful better? Exploring the relationship between beauty and category structure. Psychonomic Bulletin & Review. 20: 566-73. PMID 23242799 DOI: 10.3758/S13423-012-0356-1  0.613
2013 Ramscar M, Hendrix P, Love B, Baayen H. Learning is not decline: The mental lexicon as a window into cognition across the lifespan Mental Lexicon. 8: 450-481. DOI: 10.1075/Ml.8.3.08Ram  0.463
2012 Davis T, Love BC, Maddox WT. Age-related declines in the fidelity of newly acquired category representations. Learning & Memory (Cold Spring Harbor, N.Y.). 19: 325-9. PMID 22815536 DOI: 10.1101/Lm.024919.111  0.603
2012 Davis T, Love BC, Preston AR. Striatal and hippocampal entropy and recognition signals in category learning: simultaneous processes revealed by model-based fMRI. Journal of Experimental Psychology. Learning, Memory, and Cognition. 38: 821-39. PMID 22746951 DOI: 10.1037/A0027865  0.699
2012 Otto AR, Markman AB, Love BC. Taking More, Now: The Optimality of Impulsive Choice Hinges on Environment Structure. Social Psychological and Personality Science. 3: 131-138. PMID 22348180 DOI: 10.1177/1948550611411311  0.599
2012 Davis T, Love BC, Preston AR. Learning the exception to the rule: model-based FMRI reveals specialized representations for surprising category members. Cerebral Cortex (New York, N.Y. : 1991). 22: 260-73. PMID 21666132 DOI: 10.1093/Cercor/Bhr036  0.696
2012 Knox WB, Glass BD, Love BC, Maddox WT, Stone P. How Humans Teach Agents: A New Experimental Perspective International Journal of Social Robotics. 4: 409-421. DOI: 10.1007/S12369-012-0163-X  0.363
2011 Knox WB, Otto AR, Stone P, Love BC. The nature of belief-directed exploratory choice in human decision-making. Frontiers in Psychology. 2: 398. PMID 22319503 DOI: 10.3389/fpsyg.2011.00398  0.394
2011 Jones M, Love BC. Bayesian Fundamentalism or Enlightenment? On the explanatory status and theoretical contributions of Bayesian models of cognition. The Behavioral and Brain Sciences. 34: 169-88; disuccsion 1. PMID 21864419 DOI: 10.1017/S0140525X10003134  0.548
2011 Jones M, Love BC. Pinning down the theoretical commitments of Bayesian cognitive models Behavioral and Brain Sciences. 34: 215-231. DOI: 10.1017/S0140525X11001439  0.529
2010 Sakamoto Y, Love BC. Learning and retention through predictive inference and classification. Journal of Experimental Psychology. Applied. 16: 361-77. PMID 21198253 DOI: 10.1037/A0021610  0.637
2010 Otto AR, Markman AB, Gureckis TM, Love BC. Regulatory fit and systematic exploration in a dynamic decision-making environment. Journal of Experimental Psychology. Learning, Memory, and Cognition. 36: 797-804. PMID 20438274 DOI: 10.1037/a0018999  0.759
2010 Davis T, Love BC. Memory for category information is idealized through contrast with competing options. Psychological Science. 21: 234-42. PMID 20424052 DOI: 10.1177/0956797609357712  0.627
2010 Gureckis TM, Love BC. Direct Associations or Internal Transformations? Exploring the Mechanisms Underlying Sequential Learning Behavior. Cognitive Science. 34: 10-50. PMID 20396653 DOI: 10.1111/j.1551-6709.2009.01076.x  0.745
2010 Love BC, Tomlinson M. Mechanistic models of associative and rule-based category learning The Making of Human Concepts. DOI: 10.1093/acprof:oso/9780199549221.003.04  0.378
2010 Tomlinson MT, Love BC. When learning to classify by relations is easier than by features Thinking and Reasoning. 16: 372-401. DOI: 10.1080/13546783.2010.530464  0.472
2009 Gureckis TM, Love BC. Learning in Noise: Dynamic Decision-Making in a Variable Environment. Journal of Mathematical Psychology. 53: 180-193. PMID 20161328 DOI: 10.1016/j.jmp.2009.02.004  0.721
2009 Otto AR, Gureckis TM, Markman AB, Love BC. Navigating through abstract decision spaces: evaluating the role of state generalization in a dynamic decision-making task. Psychonomic Bulletin & Review. 16: 957-63. PMID 19815805 DOI: 10.3758/PBR.16.5.957  0.746
2009 Davis T, Love BC, Maddox WT. Two pathways to stimulus encoding in category learning? Memory & Cognition. 37: 394-413. PMID 19460948 DOI: 10.3758/Mc.37.4.394  0.618
2009 Davis T, Love BC, Todd Maddox W. Anticipatory emotions in decision tasks: covert markers of value or attentional processes? Cognition. 112: 195-200. PMID 19428002 DOI: 10.1016/J.Cognition.2009.04.002  0.559
2009 Gureckis TM, Love BC. Short-term gains, long-term pains: how cues about state aid learning in dynamic environments. Cognition. 113: 293-313. PMID 19427635 DOI: 10.1016/j.cognition.2009.03.013  0.725
2009 Love BC, Jones M, Tomlinson MT, Howe M. Learning to predict information needs: Context-aware display as a cognitive aid and an assessment tool Conference On Human Factors in Computing Systems - Proceedings. 1351-1360. DOI: 10.1145/1518701.1518905  0.496
2008 Sakamoto Y, Jones M, Love BC. Putting the psychology back into psychological models: mechanistic versus rational approaches. Memory & Cognition. 36: 1057-65. PMID 18927024 DOI: 10.3758/Mc.36.6.1057  0.688
2008 Maddox WT, Love BC, Glass BD, Filoteo JV. When more is less: feedback effects in perceptual category learning. Cognition. 108: 578-89. PMID 18455155 DOI: 10.1016/J.Cognition.2008.03.010  0.458
2008 Tomlinson MT, Love BC. Monkey see, monkey do: Learning relations through concrete examples Behavioral and Brain Sciences. 31: 150-151. DOI: 10.1017/S0140525X08003762  0.467
2008 Love BC, Tomlinson M, Gureckis TM. The Concrete Substrates of Abstract Rule Use Psychology of Learning and Motivation - Advances in Research and Theory. 49: 167-207. DOI: 10.1016/S0079-7421(08)00005-4  0.725
2007 Love BC, Gureckis TM. Models in search of a brain. Cognitive, Affective & Behavioral Neuroscience. 7: 90-108. PMID 17672381 DOI: 10.3758/CABN.7.2.90  0.743
2007 Jones M, Love BC. Beyond common features: the role of roles in determining similarity. Cognitive Psychology. 55: 196-231. PMID 17094958 DOI: 10.1016/J.Cogpsych.2006.09.004  0.505
2006 Sakamoto Y, Love BC. Vancouver, Toronto, Montreal, Austin: enhanced oddball memory through differentiation, not isolation. Psychonomic Bulletin & Review. 13: 474-9. PMID 17048733 DOI: 10.3758/Bf03193872  0.524
2006 Jones M, Love BC, Maddox WT. Recency effects as a window to generalization: separating decisional and perceptual sequential effects in category learning. Journal of Experimental Psychology. Learning, Memory, and Cognition. 32: 316-32. PMID 16569149 DOI: 10.1037/0278-7393.32.3.316  0.572
2006 Tomlinson MT, Love BC. From pigeons to humans: Grounding relational learning in concrete examples Proceedings of the National Conference On Artificial Intelligence. 1: 199-204.  0.313
2005 Love BC. Environment and goals jointly direct category acquisition Current Directions in Psychological Science. 14: 195-199. DOI: 10.1111/j.0963-7214.2005.00363.x  0.378
2004 Gureckis TM, Love BC. Common Mechanisms in Infant and Adult Category Learning. Infancy : the Official Journal of the International Society On Infant Studies. 5: 173-198. PMID 33401791 DOI: 10.1207/s15327078in0502_4  0.666
2004 Sakamoto Y, Love BC. Schematic influences on category learning and recognition memory. Journal of Experimental Psychology. General. 133: 534-53. PMID 15584805 DOI: 10.1037/0096-3445.133.4.534  0.639
2004 Love BC, Medin DL, Gureckis TM. SUSTAIN: a network model of category learning. Psychological Review. 111: 309-32. PMID 15065912 DOI: 10.1037/0033-295X.111.2.309  0.787
2004 Gureckis TM, Love BC. Common mechanisms in infant and adult category learning Infancy. 5: 173-198. DOI: 10.1207/s15327078in0502_4  0.687
2003 Love BC, Markman AB. The nonindependence of stimulus properties in human category learning. Memory & Cognition. 31: 790-9. PMID 12956243 DOI: 10.3758/Bf03196117  0.669
2003 Love BC. The multifaceted nature of unsupervised category learning. Psychonomic Bulletin & Review. 10: 190-7. PMID 12747507 DOI: 10.3758/Bf03196484  0.467
2003 Gureckis TM, Love BC. Human unsupervised and supervised learning as a quantitative distinction International Journal of Pattern Recognition and Artificial Intelligence. 17: 885-901. DOI: 10.1142/S0218001403002587  0.742
2003 Gureckis TM, Love BC. Towards a unified account of supervised and unsupervised category learning Journal of Experimental and Theoretical Artificial Intelligence. 15: 1-24. DOI: 10.1080/09528130210166097  0.742
2003 Larkey LB, Love BC. CAB: Connectionist Analogy Builder Cognitive Science. 27: 781-794. DOI: 10.1016/S0364-0213(03)00066-1  0.39
2002 Love BC. Comparing supervised and unsupervised category learning. Psychonomic Bulletin & Review. 9: 829-35. PMID 12613690 DOI: 10.3758/Bf03196342  0.47
2002 Yamauchi T, Love BC, Markman AB. Learning nonlinearly separable categories by inference and classification. Journal of Experimental Psychology. Learning, Memory, and Cognition. 28: 585-93. PMID 12018510 DOI: 10.1037//0278-7393.28.3.585  0.647
2001 Love BC. Three deadly sins of category learning modelers Behavioral and Brain Sciences. 24: 687-688. DOI: 10.1017/S0140525X01510080  0.49
1998 Sloman SA, Love BC, Ahn WK. Feature centrality and conceptual coherence Cognitive Science. 22: 189-228. DOI: 10.1207/S15516709Cog2202_2  0.533
1998 Love BC, Medin DL. SUSTAIN: A model of human category learning Proceedings of the National Conference On Artificial Intelligence. 671-676.  0.613
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