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James L. McClelland - Publications

Affiliations: 
Stanford University, Palo Alto, CA 
Area:
Cognitive Science and Cognitive Neuroscience
Website:
http://psychology.stanford.edu/~jlm/

157 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
2020 McClelland JL, Hill F, Rudolph M, Baldridge J, Schütze H. Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models. Proceedings of the National Academy of Sciences of the United States of America. PMID 32989131 DOI: 10.1073/pnas.1910416117  0.32
2020 McClelland JL, McNaughton BL, Lampinen AK. Integration of new information in memory: new insights from a complementary learning systems perspective. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 375: 20190637. PMID 32248773 DOI: 10.1098/rstb.2019.0637  0.338
2020 Henderson CM, McClelland JL. Intrusions into the shadow of attention: A new take on illusory conjunctions. Attention, Perception & Psychophysics. PMID 32189233 DOI: 10.3758/s13414-019-01893-3  0.308
2020 Testolin A, Zou Y, McClelland JL. Numerosity discrimination in deep neural networks: Initial competence, developmental refinement and experience statistics. Developmental Science. PMID 31977137 DOI: 10.1111/desc.12940  0.392
2020 Rabovsky M, McClelland JL. Quasi-compositional mapping from form to meaning: a neural network-based approach to capturing neural responses during human language comprehension. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 375: 20190313. PMID 31840583 DOI: 10.1098/rstb.2019.0313  0.44
2020 McClelland JL. Exemplar models are useful and deep neural networks overcome their limitations: A commentary on Ambridge (2020) First Language. 40: 612-615. DOI: 10.1177/0142723720905765  0.376
2019 Suri G, Gross JJ, McClelland JL. Value-based decision making: An interactive activation perspective. Psychological Review. PMID 31524426 DOI: 10.1037/rev0000164  0.321
2019 Saxe AM, McClelland JL, Ganguli S. A mathematical theory of semantic development in deep neural networks. Proceedings of the National Academy of Sciences of the United States of America. PMID 31101713 DOI: 10.1073/Pnas.1820226116  0.786
2019 Di Nuovo A, McClelland JL. Developing the knowledge of number digits in a child-like robot Nature Machine Intelligence. 1: 594-605. DOI: 10.1038/s42256-019-0123-3  0.322
2018 Rabovsky M, Hansen SS, McClelland JL. Modelling the N400 brain potential as change in a probabilistic representation of meaning. Nature Human Behaviour. 2: 693-705. PMID 31346278 DOI: 10.1038/s41562-018-0406-4  0.41
2018 Hoffman P, McClelland JL, Lambon Ralph MA. Concepts, control, and context: A connectionist account of normal and disordered semantic cognition. Psychological Review. 125: 293-328. PMID 29733663 DOI: 10.1037/rev0000094  0.455
2018 Lampinen AK, McClelland JL. Different presentations of a mathematical concept can support learning in complementary ways. Journal of Educational Psychology. 110: 664-682. DOI: 10.1037/edu0000235  0.352
2017 Hansen SS, Lampinen AK, Suri G, McClelland JL. Building on prior knowledge without building it in. The Behavioral and Brain Sciences. 40: e268. PMID 29342701 DOI: 10.1017/S0140525X17000176  0.356
2016 Kumaran D, Hassabis D, McClelland JL. What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated. Trends in Cognitive Sciences. 20: 512-34. PMID 27315762 DOI: 10.1016/j.tics.2016.05.004  0.306
2015 Joanisse MF, McClelland JL. Connectionist perspectives on language learning, representation and processing. Wiley Interdisciplinary Reviews. Cognitive Science. 6: 235-47. PMID 26263227 DOI: 10.1002/wcs.1340  0.427
2015 Noorbaloochi S, Sharon D, McClelland JL. Payoff Information Biases a Fast Guess Process in Perceptual Decision Making under Deadline Pressure: Evidence from Behavior, Evoked Potentials, and Quantitative Model Comparison. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 10989-1011. PMID 26245962 DOI: 10.1523/Jneurosci.0017-15.2015  0.581
2015 Noorbaloochi S, Sharon D, McClelland JL. Payoff information biases a fast guess process in perceptual decision making under deadline pressure: Evidence from behavior, evoked potentials, and quantitative model comparison Journal of Neuroscience. 35: 10989-11011. DOI: 10.1523/JNEUROSCI.0017-15.2015  0.534
2015 McClelland JL. Resilient properties of thought and experience Language, Cognition and Neuroscience. DOI: 10.1080/23273798.2015.1053816  0.306
2014 Sadeghi Z, McClelland JL, Hoffman P. You shall know an object by the company it keeps: An investigation of semantic representations derived from object co-occurrence in visual scenes. Neuropsychologia. PMID 25196838 DOI: 10.1016/j.neuropsychologia.2014.08.031  0.362
2014 McClelland JL, Mirman D, Bolger DJ, Khaitan P. Interactive activation and mutual constraint satisfaction in perception and cognition. Cognitive Science. 38: 1139-89. PMID 25098813 DOI: 10.1111/Cogs.12146  0.659
2014 Rogers TT, McClelland JL. Parallel Distributed Processing at 25: further explorations in the microstructure of cognition. Cognitive Science. 38: 1024-77. PMID 25087578 DOI: 10.1111/cogs.12148  0.592
2014 Plaut DC, McClelland JL, Seidenberg MS. Reading exception words and pseudo words: Are two routes really necessary? Connectionist Models of Memory and Language. 17: 145-160. DOI: 10.4324/9781315794495  0.702
2014 Turner BM, Sederberg PB, McClelland JL. Bayesian analysis of simulation-based models Journal of Mathematical Psychology. DOI: 10.1016/J.Jmp.2014.10.001  0.333
2013 Kollias P, McClelland JL. Context, cortex, and associations: a connectionist developmental approach to verbal analogies. Frontiers in Psychology. 4: 857. PMID 24312068 DOI: 10.3389/Fpsyg.2013.00857  0.599
2013 McClelland JL. Incorporating rapid neocortical learning of new schema-consistent information into complementary learning systems theory. Journal of Experimental Psychology. General. 142: 1190-210. PMID 23978185 DOI: 10.1037/a0033812  0.333
2013 McClelland JL. Integrating probabilistic models of perception and interactive neural networks: a historical and tutorial review. Frontiers in Psychology. 4: 503. PMID 23970868 DOI: 10.3389/fpsyg.2013.00503  0.39
2013 Schapiro AC, McClelland JL, Welbourne SR, Rogers TT, Lambon Ralph MA. Why bilateral damage is worse than unilateral damage to the brain. Journal of Cognitive Neuroscience. 25: 2107-23. PMID 23806177 DOI: 10.1162/Jocn_A_00441  0.772
2013 Criss AH, Wheeler ME, McClelland JL. A differentiation account of recognition memory: evidence from fMRI. Journal of Cognitive Neuroscience. 25: 421-35. PMID 23092213 DOI: 10.1162/Jocn_A_00292  0.683
2013 Turner BM, Sederberg PB, McClelland JL. Likelihood-free Bayesian analysis of neural network models Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P270  0.336
2013 McClelland JL, Rumelhart DE. An Interactive Activation Model of Context Effects in Letter Perception: Part I. An Account of Basic Findings Readings in Cognitive Science: a Perspective From Psychology and Artificial Intelligence. 580-596. DOI: 10.1016/B978-1-4832-1446-7.50048-0  0.687
2013 Rumelhart DE, Smolensky P, McClelland JL, Hinton GE. Schemata and Sequential Thought Processes in PDP Models Readings in Cognitive Science: a Perspective From Psychology and Artificial Intelligence. 224-249. DOI: 10.1016/B978-1-4832-1446-7.50020-0  0.75
2013 McClelland JL, Rumelhart DE, Hinton GE. The Appeal of Parallel Distributed Processing Readings in Cognitive Science: a Perspective From Psychology and Artificial Intelligence. 52-72. DOI: 10.1016/B978-1-4832-1446-7.50010-8  0.722
2012 Ingvalson EM, Holt LL, McClelland JL. Can native Japanese listeners learn to differentiate/r-l/on the basis of F3 onset frequency? Bilingualism (Cambridge, England). 15: 434-435. PMID 23308038 DOI: 10.1017/S1366728912000041  0.772
2012 Kumaran D, McClelland JL. Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system. Psychological Review. 119: 573-616. PMID 22775499 DOI: 10.1037/a0028681  0.325
2012 Tsetsos K, Gao J, McClelland JL, Usher M. Using Time-Varying Evidence to Test Models of Decision Dynamics: Bounded Diffusion vs. the Leaky Competing Accumulator Model. Frontiers in Neuroscience. 6: 79. PMID 22701399 DOI: 10.3389/Fnins.2012.00079  0.759
2012 Sternberg DA, McClelland JL. Two mechanisms of human contingency learning. Psychological Science. 23: 59-68. PMID 22198929 DOI: 10.1177/0956797611429577  0.755
2012 Ingvalson EM, Holt LL, McClelland JL. Can native Japanese listeners learn to differentiate /r-l/ on the basis of F3 onset frequency? Bilingualism. 15: 255-274. DOI: 10.1017/S1366728911000447  0.749
2011 Ingvalson EM, McClelland JL, Holt LL. Predicting Native English-Like Performance by Native Japanese Speakers. Journal of Phonetics. 39: 571-584. PMID 22021941 DOI: 10.1016/J.Wocn.2011.03.003  0.781
2011 Tsetsos K, Usher M, McClelland JL. Testing multi-alternative decision models with non-stationary evidence. Frontiers in Neuroscience. 5: 63. PMID 21603227 DOI: 10.3389/Fnins.2011.00063  0.704
2011 Gao J, Tortell R, McClelland JL. Dynamic integration of reward and stimulus information in perceptual decision-making. Plos One. 6: e16749. PMID 21390225 DOI: 10.1371/journal.pone.0016749  0.617
2011 Henderson CM, McClelland JL. A PDP model of the simultaneous perception of multiple objects Connection Science. 23: 161-172. DOI: 10.1080/09540091.2011.575931  0.323
2010 McClelland JL. Emergence in cognitive science. Topics in Cognitive Science. 2: 751-70. PMID 25164055 DOI: 10.1111/j.1756-8765.2010.01116.x  0.344
2010 Dilkina K, McClelland JL, Plaut DC. Are there mental lexicons? The role of semantics in lexical decision. Brain Research. 1365: 66-81. PMID 20869349 DOI: 10.1016/j.brainres.2010.09.057  0.799
2010 McClelland JL, Botvinick MM, Noelle DC, Plaut DC, Rogers TT, Seidenberg MS, Smith LB. Letting structure emerge: connectionist and dynamical systems approaches to cognition. Trends in Cognitive Sciences. 14: 348-56. PMID 20598626 DOI: 10.1016/j.tics.2010.06.002  0.782
2010 Rorie AE, Gao J, McClelland JL, Newsome WT. Integration of sensory and reward information during perceptual decision-making in lateral intraparietal cortex (LIP) of the macaque monkey. Plos One. 5: e9308. PMID 20174574 DOI: 10.1371/journal.pone.0009308  0.596
2010 Plaut DC, McClelland JL. Locating object knowledge in the brain: comment on Bowers's (2009) attempt to revive the grandmother cell hypothesis. Psychological Review. 117: 284-8. PMID 20063976 DOI: 10.1037/a0017101  0.628
2010 Plaut DC, McClelland JL. Postscript: Parallel Distributed Processing in Localist Models Without Thresholds Psychological Review. 117: 289-290. DOI: 10.1037/0033-295X.117.1.289  0.606
2009 McClelland JL. The place of modeling in cognitive science. Topics in Cognitive Science. 1: 11-38. PMID 25164798 DOI: 10.1111/j.1756-8765.2008.01003.x  0.335
2009 Schapiro AC, McClelland JL. A connectionist model of a continuous developmental transition in the balance scale task. Cognition. 110: 395-411. PMID 19171326 DOI: 10.1016/J.Cognition.2008.11.017  0.793
2009 Lake BM, Vallabha GK, McClelland JL. Modeling unsupervised perceptual category learning Ieee Transactions On Autonomous Mental Development. 1: 35-43. DOI: 10.1109/Tamd.2009.2021703  0.373
2009 Thomas MSC, McClelland JL, Richardson FM, Schapiro AC, Baughman FD. Dynamic and Connectionist Approaches to Development: Toward a Future of Mutually Beneficial Coevolution Toward a Unified Theory of Development Connectionism and Dynamic System Theory Re-Consider. DOI: 10.1093/acprof:oso/9780195300598.003.0017  0.752
2009 Sternberg DA, McClelland JL. How do we get from propositions to behavior? Behavioral and Brain Sciences. 32: 226-227. DOI: 10.1017/S0140525X09001150  0.747
2009 McClelland JL. Is a machine realization of truly Human-like intelligence achievable? Cognitive Computation. 1: 17-21. DOI: 10.1007/s12559-009-9015-x  0.305
2008 Dilkina K, McClelland JL, Plaut DC. A single-system account of semantic and lexical deficits in five semantic dementia patients. Cognitive Neuropsychology. 25: 136-64. PMID 18568816 DOI: 10.1080/02643290701723948  0.79
2008 Mirman D, McClelland JL, Holt LL, Magnuson JS. Effects of Attention on the Strength of Lexical Influences on Speech Perception: Behavioral Experiments and Computational Mechanisms. Cognitive Science. 32: 398-417. PMID 18509503 DOI: 10.1080/03640210701864063  0.785
2008 Rogers TT, McClelland JL. A simple model from a powerful framework that spans levels of analysis Behavioral and Brain Sciences. 31: 729-744. DOI: 10.1017/S0140525X08006067  0.534
2008 Rogers TT, McClelland JL. Précis of semantic cognition: A parallel distributed processing approach Behavioral and Brain Sciences. 31: 689-714+744-749. DOI: 10.1017/S0140525X0800589X  0.619
2007 Lupyan G, Rakison DH, McClelland JL. Language is not just for talking: redundant labels facilitate learning of novel categories. Psychological Science. 18: 1077-83. PMID 18031415 DOI: 10.1111/j.1467-9280.2007.02028.x  0.622
2007 Vallabha GK, McClelland JL, Pons F, Werker JF, Amano S. Unsupervised learning of vowel categories from infant-directed speech. Proceedings of the National Academy of Sciences of the United States of America. 104: 13273-8. PMID 17664424 DOI: 10.1073/Pnas.0705369104  0.353
2007 Vallabha GK, McClelland JL. Success and failure of new speech category learning in adulthood: consequences of learned Hebbian attractors in topographic maps. Cognitive, Affective & Behavioral Neuroscience. 7: 53-73. PMID 17598735 DOI: 10.3758/Cabn.7.1.53  0.374
2007 McClelland JL, Thompson RM. Using domain-general principles to explain children's causal reasoning abilities. Developmental Science. 10: 333-56. PMID 17444974 DOI: 10.1111/j.1467-7687.2007.00586.x  0.359
2007 Bogacz R, Usher M, Zhang J, McClelland JL. Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 362: 1655-70. PMID 17428774 DOI: 10.1098/Rstb.2007.2059  0.332
2007 Mechelli A, Josephs O, Lambon Ralph MA, McClelland JL, Price CJ. Dissociating stimulus-driven semantic and phonological effect during reading and naming. Human Brain Mapping. 28: 205-17. PMID 16767767 DOI: 10.1002/Hbm.20272  0.409
2007 McClelland JL, Bybee J. Gradience of Gradience: A reply to Jackendoff Linguistic Review. 24: 437-455. DOI: 10.1515/Tlr.2007.019  0.378
2006 Mirman D, McClelland JL, Holt LL. An interactive Hebbian account of lexically guided tuning of speech perception. Psychonomic Bulletin & Review. 13: 958-65. PMID 17484419 DOI: 10.3758/Bf03213909  0.738
2006 Moldakarimov SB, McClelland JL, Ermentrout GB. A homeostatic rule for inhibitory synapses promotes temporal sharpening and cortical reorganization. Proceedings of the National Academy of Sciences of the United States of America. 103: 16526-31. PMID 17050684 DOI: 10.1073/pnas.0607589103  0.78
2006 McClelland JL, Mirman D, Holt LL. Are there interactive processes in speech perception? Trends in Cognitive Sciences. 10: 363-9. PMID 16843037 DOI: 10.1016/J.Tics.2006.06.007  0.748
2006 Tricomi E, Delgado MR, McCandliss BD, McClelland JL, Fiez JA. Performance feedback drives caudate activation in a phonological learning task. Journal of Cognitive Neuroscience. 18: 1029-43. PMID 16839308 DOI: 10.1162/jocn.2006.18.6.1029  0.36
2006 Mirman D, McClelland JL, Holt LL. Response to McQueen et al.: Theoretical and empirical arguments support interactive processing Trends in Cognitive Sciences. 10: 534. DOI: 10.1016/J.Tics.2006.10.003  0.74
2006 Criss AH, McClelland JL. Differentiating the differentiation models: A comparison of the retrieving effectively from memory model (REM) and the subjective likelihood model (SLiM) Journal of Memory and Language. 55: 447-460. DOI: 10.1016/J.Jml.2006.06.003  0.698
2005 Mechelli A, Crinion JT, Long S, Friston KJ, Lambon Ralph MA, Patterson K, McClelland JL, Price CJ. Dissociating reading processes on the basis of neuronal interactions. Journal of Cognitive Neuroscience. 17: 1753-65. PMID 16269111 DOI: 10.1162/089892905774589190  0.385
2005 Lambon Ralph MA, Braber N, McClelland JL, Patterson K. What underlies the neuropsychological pattern of irregular > regular past-tense verb production? Brain and Language. 93: 106-19. PMID 15766772 DOI: 10.1016/J.Bandl.2004.09.001  0.372
2005 Rogers TT, McClelland JL. A parallel distributed processing approach to semantic cognition: Applications to conceptual development Building Object Categories in Developmental Time. 335-387. DOI: 10.4324/9781410612908  0.536
2005 Bybee J, McClelland JL. Alternatives to the combinatorial paradigm of linguistic theory based on domain general principles of human cognition Linguistic Review. 22: 381-410. DOI: 10.1515/Tlir.2005.22.2-4.381  0.417
2005 Mirman D, McClelland JL, Holt LL. Computational and behavioral investigations of lexically induced delays in phoneme recognition Journal of Memory and Language. 52: 424-443. DOI: 10.1016/J.Jml.2005.01.006  0.731
2004 Maia TV, McClelland JL. A reexamination of the evidence for the somatic marker hypothesis: what participants really know in the Iowa gambling task. Proceedings of the National Academy of Sciences of the United States of America. 101: 16075-80. PMID 15501919 DOI: 10.1073/pnas.0406666101  0.311
2004 Mirman D, Holt LL, McClelland JL. Categorization and discrimination of nonspeech sounds: differences between steady-state and rapidly-changing acoustic cues. The Journal of the Acoustical Society of America. 116: 1198-207. PMID 15376685 DOI: 10.1121/1.1766020  0.702
2004 Usher M, McClelland JL. Loss aversion and inhibition in dynamical models of multialternative choice. Psychological Review. 111: 757-69. PMID 15250782 DOI: 10.1037/0033-295X.111.3.757  0.324
2004 Rogers TT, Lambon Ralph MA, Garrard P, Bozeat S, McClelland JL, Hodges JR, Patterson K. Structure and deterioration of semantic memory: a neuropsychological and computational investigation. Psychological Review. 111: 205-35. PMID 14756594 DOI: 10.1037/0033-295X.111.1.205  0.643
2004 Rogers TT, Rakison DH, McClelland JL. U-shaped curves in development: A PDP approach Journal of Cognition and Development. 5: 137-145. DOI: 10.1207/s15327647jcd0501_14  0.57
2003 McClelland JL, Rogers TT. The parallel distributed processing approach to semantic cognition. Nature Reviews. Neuroscience. 4: 310-22. PMID 12671647 DOI: 10.1038/nrn1076  0.618
2003 McClelland J, Mirman D, Holt L. Is there still a TRACE of trace? The Journal of the Acoustical Society of America. 113: 2210-2210. DOI: 10.1121/1.4780232  0.752
2003 Munakata Y, McClelland JL. Connectionist models of development Developmental Science. 6: 413-429. DOI: 10.1111/1467-7687.00296  0.597
2003 McClelland JL, Plaut DC, Gotts SJ, Maia TV. Developing a domain-general framework for cognition: What is the best approach? Behavioral and Brain Sciences. 26: 611-614. DOI: 10.1017/S0140525X03300135  0.739
2003 Bird H, Lambon Ralph MA, Seidenberg MS, McClelland JL, Patterson K. Deficits in phonology and past-tense morhology: What's the connection? Journal of Memory and Language. 48: 502-526. DOI: 10.1016/S0749-596X(02)00538-7  0.651
2002 McClelland JL, Fiez JA, McCandliss BD. Teaching the /r/-/l/ discrimination to Japanese adults: behavioral and neural aspects. Physiology & Behavior. 77: 657-62. PMID 12527015 DOI: 10.1016/S0031-9384(02)00916-2  0.322
2002 McClelland JL, Patterson K. Rules or connections in past-tense inflections: what does the evidence rule out? Trends in Cognitive Sciences. 6: 465-472. PMID 12457897 DOI: 10.1016/S1364-6613(02)01993-9  0.367
2002 McClelland JL, Patterson K. 'Words or Rules' cannot exploit the regularity in exceptions. Trends in Cognitive Sciences. 6: 464-465. PMID 12457896 DOI: 10.1016/S1364-6613(02)02012-0  0.372
2002 McCandliss BD, Fiez JA, Protopapas A, Conway M, McClelland JL. Success and failure in teaching the [r]-[l] contrast to Japanese adults: tests of a Hebbian model of plasticity and stabilization in spoken language perception. Cognitive, Affective & Behavioral Neuroscience. 2: 89-108. PMID 12455678 DOI: 10.3758/Cabn.2.2.89  0.324
2002 Davidson RJ, Lewis DA, Alloy LB, Amaral DG, Bush G, Cohen JD, Drevets WC, Farah MJ, Kagan J, McClelland JL, Nolen-Hoeksema S, Peterson BS. Neural and behavioral substrates of mood and mood regulation. Biological Psychiatry. 52: 478-502. PMID 12361665 DOI: 10.1016/S0006-3223(02)01458-0  0.47
2002 MacAndrew DK, Klatzky RL, Fiez JA, McClelland JL, Becke JT. The phonological-similarity effect differentiates between two working memory tasks. Psychological Science. 13: 465-8. PMID 12219815 DOI: 10.1111/1467-9280.00482  0.36
2002 Mirman D, Holt LL, McClelland JL. Formation of categories for complex novel auditory stimuli The Journal of the Acoustical Society of America. 111: 2384. DOI: 10.1121/1.4778095  0.725
2002 McClelland JL, Lupyan G. Double dissociations never license simple inferences about underlying brain organization, especially in developmental cases Behavioral and Brain Sciences. 25: 763-764. DOI: 10.1017/S0140525X02350131  0.683
2001 Usher M, McClelland JL. The time course of perceptual choice: the leaky, competing accumulator model. Psychological Review. 108: 550-92. PMID 11488378 DOI: 10.1037/0033-295X.108.3.550  0.374
2001 Lambon Ralph MA, McClelland JL, Patterson K, Galton CJ, Hodges JR. No right to speak? The relationship between object naming and semantic impairment: neuropsychological evidence and a computational model. Journal of Cognitive Neuroscience. 13: 341-56. PMID 11371312 DOI: 10.1162/08989290151137395  0.394
2001 Patterson K, Lambon Ralph MA, Hodges JR, McClelland JL. Deficits in irregular past-tense verb morphology associated with degraded semantic knowledge. Neuropsychologia. 39: 709-24. PMID 11311301 DOI: 10.1016/S0028-3932(01)00008-2  0.439
2001 Movellan JR, McClelland JL. The Morton-Massaro law of information integration: implications for models of perception. Psychological Review. 108: 113-48. PMID 11212625 DOI: 10.1037/0033-295X.108.1.113  0.316
2001 Medler DA, McClelland JL. Improving the performance of symmetric diffusion networks via biologically inspired constraints Proceedings of the International Joint Conference On Neural Networks. 1: 400-405.  0.701
2000 Stark CE, McClelland JL. Repetition priming of words, pseudowords, and nonwords. Journal of Experimental Psychology. Learning, Memory, and Cognition. 26: 945-72. PMID 10946373 DOI: 10.1037//0278-7393.26.4.945  0.7
2000 McClelland JL. LANGUAGE:Why Do Kids Say Goed and Brang? Science. 287: 47-48. DOI: 10.1126/SCIENCE.287.5450.47  0.373
2000 Plaut DC, McClelland JL. Stipulating versus discovering representations Behavioral and Brain Sciences. 23: 489-491. DOI: 10.1017/S0140525X00473358  0.671
1999 McClelland JL, Thomas AG, McCandliss BD, Fiez JA. Understanding failures of learning: Hebbian learning, competition for representational space, and some preliminary experimental data. Progress in Brain Research. 121: 75-80. PMID 10551021 DOI: 10.1016/S0079-6123(08)63068-X  0.378
1999 McClelland JL, Plaut DC. Does generalization in infant learning implicate abstract algebra-like rules? Trends in Cognitive Sciences. 3: 166-168. PMID 10322471 DOI: 10.1016/S1364-6613(99)01320-0  0.573
1998 McClelland JL, Chappell M. Familiarity breeds differentiation: a subjective-likelihood approach to the effects of experience in recognition memory. Psychological Review. 105: 724-60. PMID 9830377 DOI: 10.1037/0033-295X.105.4.734-760  0.353
1998 McClelland JL. Complementary learning systems in the brain. A connectionist approach to explicit and implicit cognition and memory. Annals of the New York Academy of Sciences. 843: 153-69. PMID 9668656 DOI: 10.1111/j.1749-6632.1998.tb08212.x  0.349
1998 Cohen JD, Usher M, McClelland JL. A PDP approach to set size effects within the Stroop task: Reply to Kanne, Balota, Spieler, and Faust (1998). Psychological Review. 105: 188-194. DOI: 10.1037/0033-295X.105.1.188  0.571
1998 O'Reilly RC, Norman KA, McClelland JL. A hippocampal model of recognition memory Advances in Neural Information Processing Systems. 73-79.  0.658
1997 Munakata Y, McClelland JL, Johnson MH, Siegler RS. Rethinking infant knowledge: toward an adaptive process account of successes and failures in object permanence tasks. Psychological Review. 104: 686-713. PMID 9337629 DOI: 10.1037/0033-295X.104.4.686  0.614
1996 Plaut DC, McClelland JL, Seidenberg MS, Patterson K. Understanding normal and impaired word reading: computational principles in quasi-regular domains. Psychological Review. 103: 56-115. PMID 8650300 DOI: 10.1037/0033-295X.103.1.56  0.748
1996 Munakata Y, McClelland JL. Young habits die hard: When hidden toys do not matter to 10-month-olds in the AB̄ task Infant Behavior and Development. 19: 640. DOI: 10.1016/S0163-6383(96)90694-3  0.51
1995 McClelland JL, McNaughton BL, O'Reilly RC. Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. Psychological Review. 102: 419-57. PMID 7624455 DOI: 10.1037/0033-295X.102.3.419  0.573
1994 Seidenberg MS, Plaut DC, Petersen AS, McClelland JL, McRae K. Nonword pronunciation and models of word recognition. Journal of Experimental Psychology. Human Perception and Performance. 20: 1177-96. PMID 7844510 DOI: 10.1037/0096-1523.20.6.1177  0.753
1994 O'Reilly RC, McClelland JL. Hippocampal conjunctive encoding, storage, and recall: avoiding a trade-off. Hippocampus. 4: 661-82. PMID 7704110 DOI: 10.1002/hipo.450040605  0.547
1993 McClelland JL, Plaut DC. Computational approaches to cognition: top-down approaches. Current Opinion in Neurobiology. 3: 209-16. PMID 8513234 DOI: 10.1016/0959-4388(93)90212-H  0.616
1993 Movellan JR, McClelland JL. Learning continuous probability distributions with symmetric diffusion networks Cognitive Science. 17: 463-496. DOI: 10.1207/S15516709Cog1704_1  0.321
1992 Cohen JD, Servan-Schreiber D, McClelland JL. A parallel distributed processing approach to automaticity. The American Journal of Psychology. 105: 239-69. PMID 1621882 DOI: 10.2307/1423029  0.623
1992 McClelland JL. Connectionist models of language comprehension The Journal of the Acoustical Society of America. 92: 2368-2368. DOI: 10.1121/1.404867  0.417
1992 Nystrom LE, McClelland JL. Trace synthesis in cued recall Journal of Memory and Language. 31: 591-614. DOI: 10.1016/0749-596X(92)90030-2  0.791
1991 McClelland JL. Stochastic interactive processes and the effect of context on perception. Cognitive Psychology. 23: 1-44. PMID 2001614 DOI: 10.1016/0010-0285(91)90002-6  0.396
1991 Farah MJ, McClelland JL. A computational model of semantic memory impairment: modality specificity and emergent category specificity. Journal of Experimental Psychology. General. 120: 339-57. PMID 1837294 DOI: 10.1037/0096-3445.120.4.339  0.389
1991 Cleeremans A, McClelland JL. Learning the structure of event sequences. Journal of Experimental Psychology. General. 120: 235-53. PMID 1836490 DOI: 10.1037//0096-3445.120.3.235  0.587
1991 Servan-Schreiber D, Cleeremans A, McClelland JL. Graded State Machines: The Representation of Temporal Contingencies in Simple Recurrent Networks Machine Learning. 7: 161-193. DOI: 10.1023/A:1022647012398  0.56
1990 Butters N, Grant I, Haxby J, Judd LL, Martin A, McClelland J, Pequegnat W, Schacter D, Stover E. Assessment of AIDS-related cognitive changes: recommendations of the NIMH Workshop on Neuropsychological Assessment Approaches. Journal of Clinical and Experimental Neuropsychology. 12: 963-78. PMID 2286659 DOI: 10.1080/01688639008401035  0.337
1990 Cohen JD, Dunbar K, McClelland JL. On the control of automatic processes: a parallel distributed processing account of the Stroop effect. Psychological Review. 97: 332-61. PMID 2200075 DOI: 10.1037/0033-295X.97.3.332  0.779
1990 Seidenberg MS, McClelland JL. More words but still no lexicon: Reply to besner et al. (1990) Psychological Review. 97: 447-452. DOI: 10.1037/0033-295X.97.3.447  0.629
1990 St. John MF, McClelland JL. Learning and applying contextual constraints in sentence comprehension Artificial Intelligence. 46: 217-257. DOI: 10.1016/0004-3702(90)90008-N  0.439
1989 Seidenberg MS, McClelland JL. A distributed, developmental model of word recognition and naming. Psychological Review. 96: 523-68. PMID 2798649 DOI: 10.1037/0033-295X.96.4.523  0.663
1989 Ward R, McClelland JL. Conjunctive search for one and two identical targets. Journal of Experimental Psychology. Human Perception and Performance. 15: 664-72. PMID 2531203 DOI: 10.1037//0096-1523.15.4.664  0.309
1989 Kawamoto AH, McClelland JL, Rumelhart DE. Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises The American Journal of Psychology. 102: 435. DOI: 10.2307/1423065  0.695
1989 Cleeremans A, Servan-Schreiber D, McClelland JL. Finite State Automata and Simple Recurrent Networks Neural Computation. 1: 372-381. DOI: 10.1162/neco.1989.1.3.372  0.553
1989 McClelland JL, John MS, Taraban R. Sentence Comprehension: A Parallel Distributed Processing Approach Language and Cognitive Processes. 4: SI287-SI335. DOI: 10.1080/01690968908406371  0.742
1988 McClelland JL, Rumelhart DE. A simulation-based tutorial system for exploring parallel distributed processing Behavior Research Methods, Instruments, & Computers. 20: 263-275. DOI: 10.3758/BF03203842  0.692
1988 Elman JL, McClelland JL. Cognitive penetration of the mechanisms of perception: Compensation for coarticulation of lexically restored phonemes Journal of Memory and Language. 27: 143-165. DOI: 10.1016/0749-596X(88)90071-X  0.432
1988 McClelland JL. Connectionist models and psychological evidence Journal of Memory and Language. 27: 107-123. DOI: 10.1016/0749-596X(88)90069-1  0.379
1988 Taraban R, McClelland JL. Constituent attachment and thematic role assignment in sentence processing: Influences of content-based expectations Journal of Memory and Language. 27: 597-632. DOI: 10.1016/0749-596X(88)90011-3  0.748
1987 Sampson G, Rumelhart DE, McClelland JL. Parallel Distributed Processing: Explorations in the Microstructures of Cognition Language. 63: 871. DOI: 10.2307/415721  0.681
1987 Taraban R, McClelland JL. Conspiracy effects in word pronunciation Journal of Memory and Language. 26: 608-631. DOI: 10.1016/0749-596X(87)90105-7  0.725
1986 McClelland JL, Elman JL. The TRACE model of speech perception. Cognitive Psychology. 18: 1-86. PMID 3753912 DOI: 10.1016/0010-0285(86)90015-0  0.473
1986 McClelland JL, Mozer MC. Perceptual interactions in two-word displays: familiarity and similarity effects. Journal of Experimental Psychology. Human Perception and Performance. 12: 18-35. PMID 2939188 DOI: 10.1037//0096-1523.12.1.18  0.408
1985 McClelland JL. Distributed models of cognitive processes. Applications to learning and memory. Annals of the New York Academy of Sciences. 444: 1-9. PMID 3860083 DOI: 10.1111/J.1749-6632.1985.Tb37576.X  0.343
1985 McClelland JL, Rumelhart DE. Distributed memory and the representation of general and specific information. Journal of Experimental Psychology. General. 114: 159-97. PMID 3159828 DOI: 10.1037/0096-3445.114.2.159  0.733
1985 Rumelhart DE, McClelland JL. Levels Indeed! A Response to Broadbent Journal of Experimental Psychology: General. 114: 193-197. DOI: 10.1037/0096-3445.114.2.193  0.709
1983 Elman JL, McClelland JL. Exploiting lawful variability in the signal: The TRACE model of speech perception The Journal of the Acoustical Society of America. 74: S68-S68. DOI: 10.1121/1.2021096  0.389
1982 Rumelhart DE, McClelland JL. An interactive activation model of context effects in letter perception: Part 2. The contextual enhancement effect and some tests and extensions of the model. Psychological Review. 89: 60-94. PMID 7058229 DOI: 10.1037/0033-295X.89.1.60  0.743
1981 Goodman GO, McClelland JL, Gibbs RW. The role of syntactic context in word recognition. Memory & Cognition. 9: 580-6. PMID 7329238 DOI: 10.3758/BF03202352  0.391
1981 Elman JL, McClelland JL. An interactive activation model of speech perception The Journal of the Acoustical Society of America. 70: S97-S97. DOI: 10.1121/1.2019147  0.406
1981 McClelland JL, O'Regan JK. Expectations increase the benefit derived from parafoveal visual information in reading words aloud Journal of Experimental Psychology: Human Perception and Performance. 7: 634-644. DOI: 10.1037/0096-1523.7.3.634  0.321
1981 McClelland JL, Rumelhart DE. An interactive activation model of context effects in letter perception: I. An account of basic findings Psychological Review. 88: 375-407. DOI: 10.1037/0033-295X.88.5.375  0.708
1980 Larochelle S, McClelland JL, Rodriguez E. Context and the allocation of resources in word recognition. Journal of Experimental Psychology. Human Perception and Performance. 6: 686-94. PMID 6449537 DOI: 10.1037//0096-1523.6.4.686  0.397
1980 Johnston JC, McClelland JL. Experimental tests of a hierarchical model of word identification Journal of Verbal Learning and Verbal Behavior. 19: 503-524. DOI: 10.1016/S0022-5371(80)90573-3  0.595
1979 McClelland JL, Miller J. Structural factors in figure perception Perception & Psychophysics. 26: 221-229. DOI: 10.3758/BF03199872  0.303
1977 McClelland JL, Johnston JC. The role of familiar units in perception of words and nonwords Perception & Psychophysics. 22: 249-261. DOI: 10.3758/BF03199687  0.554
1977 McClelland JL. Letter and configuration information in word identification Journal of Verbal Learning and Verbal Behavior. 16: 137-150. DOI: 10.1016/S0022-5371(77)80015-7  0.392
1976 McClelland JL. Preliminary letter identification in the perception of words and nonwords. Journal of Experimental Psychology. Human Perception and Performance. 2: 80-91. PMID 1262797 DOI: 10.1037/0096-1523.2.1.80  0.321
1975 Jackson MD, McClelland JL. Sensory and cognitive determinants of reading speed Journal of Verbal Learning and Verbal Behavior. 14: 565-574. DOI: 10.1016/S0022-5371(75)80044-2  0.349
1974 Johnston JC, McClelland JL. Perception of letters in words: seek not and ye shall find. Science (New York, N.Y.). 184: 1192-4. PMID 4833256 DOI: 10.1126/Science.184.4142.1192  0.57
1973 Johnston JC, McClelland JL. Visual factors in word perception Perception & Psychophysics. 14: 365-370. DOI: 10.3758/BF03212406  0.562
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