John E Hummel

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Research Output

2018

Do Machine-Learning Machines Learn?

Bringsjord, S., Govindarajulu, N. S., Banerjee, S. & Hummel, J., Jan 1 2018, Studies in Applied Philosophy, Epistemology and Rational Ethics. Springer International Publishing, p. 136-157 22 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 44).

Research output: Chapter in Book/Report/Conference proceedingChapter

2017

Automating the encoding for the LISA model of analogy from raw text

Wilner, S. & Hummel, J. E., Jan 1 2017, p. 115-122. 8 p.

Research output: Contribution to conferencePaper

Putting distributed representations into context

Hummel, J. E., Mar 16 2017, In : Language, Cognition and Neuroscience. 32, 3, p. 359-365 7 p.

Research output: Contribution to journalArticle

Using computational models of object recognition to investigate representational change through development

Petters, D., Hummel, J. E., Jüttner, M., Wakui, E. & Davidoff, J., Jan 1 2017, Studies in Applied Philosophy, Epistemology and Rational Ethics. Springer International Publishing, p. 141-173 33 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 28).

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

A Single Counterexample Leads to Moral Belief Revision

Horne, Z., Powell, D. & Hummel, J., Nov 1 2015, In : Cognitive Science. 39, 8, p. 1950-1964 15 p.

Research output: Contribution to journalArticle

Countering antivaccination attitudes

Horne, Z., Powell, D., Hummel, J. E. & Holyoak, K. J., Aug 18 2015, In : Proceedings of the National Academy of Sciences of the United States of America. 112, 33, p. 10321-10324 4 p.

Research output: Contribution to journalArticle

Making Probabilistic Relational Categories Learnable

Jung, W. & Hummel, J. E., Aug 1 2015, In : Cognitive Science. 39, 6, p. 1259-1291 33 p.

Research output: Contribution to journalArticle

Reply to Betsch et al. Highlighting risks of diseases shifts vaccine attitudes

Horne, Z., Powell, D., Hummel, J. E. & Holyoak, K. J., Dec 8 2015, In : Proceedings of the National Academy of Sciences of the United States of America. 112, 49, p. E6727

Research output: Contribution to journalLetter

2014

How different are the visual representations used for object recognition in middle childhood and adulthood?

Petters, D., Hummel, J. E., Juttner, M., Wakui, E. & Davidoff, J., Jan 1 2014.

Research output: Contribution to conferencePaper

Working memory for relations among objects

Clevenger, P. E. & Hummel, J. E., Jan 1 2014, In : Attention, Perception, and Psychophysics. 76, 7, p. 1933-1953 21 p.

Research output: Contribution to journalArticle

2013

Comparison and Mapping Facilitate Relation Discovery and Predication

Doumas, L. A. A. & Hummel, J. E., Jun 25 2013, In : PloS one. 8, 6, e63889.

Research output: Contribution to journalArticle

Earlier Development of Analytical than Holistic Object Recognition in Adolescence

Wakui, E., Jüttner, M., Petters, D., Kaur, S., Hummel, J. E. & Davidoff, J., Apr 5 2013, In : PloS one. 8, 4, e61041.

Research output: Contribution to journalArticle

2012

A neurocomputational system for relational reasoning

Knowlton, B. J., Morrison, R. G., Hummel, J. E. & Holyoak, K. J., Jul 1 2012, In : Trends in Cognitive Sciences. 16, 7, p. 373-381 9 p.

Research output: Contribution to journalReview article

Children's Use of Analogy During Collaborative Reasoning

Lin, T. J., Anderson, R. C., Hummel, J. E., Jadallah, M., Miller, B. W., Nguyen-Jahiel, K., Morris, J. A., Kuo, L. J., Kim, I. H., Wu, X. & Dong, T., Jul 1 2012, In : Child development. 83, 4, p. 1429-1443 15 p.

Research output: Contribution to journalArticle

Computational Models of Higher Cognition

Doumas, L. A. A. & Hummel, J. E., Nov 21 2012, The Oxford Handbook of Thinking and Reasoning. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

2011

Getting symbols out of a neural architecture

Hummel, J. E., Jun 1 2011, In : Connection Science. 23, 2, p. 109-118 10 p.

Research output: Contribution to journalReview article

Recognizing geospatial patterns with biologically-inspired relational reasoning

Kogut, P., Gordon, J., Morgenthaler, D., Hummel, J. E., Monroe, E., Goertzel, B., Trewhitt, E. & Whitaker, E., 2011, Biologically Inspired Cognitive Architectures 2011 Proceedings of the Second Annual Meeting of the BICA Society. IOS Press, p. 203-208 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 233).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards a biologically-inspired model for relational mapping using spiking neurons

Biancaniello, P., Darvill, J., Hinnerschitz, N., Hummel, J. & Mihalas, S., 2011, Biologically Inspired Cognitive Architectures 2011 Proceedings of the Second Annual Meeting of the BICA Society. IOS Press, p. 38-43 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 233).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

A computational account of the development of the generalization of shape information

Doumas, L. A. A. & Hummel, J. E., May 1 2010, In : Cognitive Science. 34, 4, p. 698-712 15 p.

Research output: Contribution to journalArticle

Symbolic Versus Associative Learning

Hummel, J. E., Aug 1 2010, In : Cognitive Science. 34, 6, p. 958-965 8 p.

Research output: Contribution to journalArticle

2009

Finding similarity in a model of relational reasoning

Taylor, E. G. & Hummel, J. E., Sep 1 2009, In : Cognitive Systems Research. 10, 3, p. 229-239 11 p.

Research output: Contribution to journalArticle

There is more to thinking than propositions

Penn, D. C., Cheng, P. W., Holyoak, K. J., Hummel, J. E. & Povinelli, D. J., Sep 22 2009, In : Behavioral and Brain Sciences. 32, 2, p. 221-223 3 p.

Research output: Contribution to journalComment/debate

Visual Priming of Inverted and Rotated Objects

Knowlton, B. J., McAuliffe, S. P., Coelho, C. J. & Hummel, J. E., Jul 1 2009, In : Journal of Experimental Psychology: Learning Memory and Cognition. 35, 4, p. 837-848 12 p.

Research output: Contribution to journalArticle

2008

A Theory of the Discovery and Predication of Relational Concepts

Doumas, L. A. A., Hummel, J. E. & Sandhofer, C. M., Jan 1 2008, In : Psychological review. 115, 1, p. 1-43 43 p.

Research output: Contribution to journalArticle

No way to start a space program: Associationism as a launch pad for analogical reasoning

Holyoak, K. J. & Hummel, J. E., Aug 2008, In : Behavioral and Brain Sciences. 31, 4, p. 388-389 2 p.

Research output: Contribution to journalComment/debate

Toward a process model of explanation with implications for the type-token problem

Hummel, J. E., Landy, D. H. & Devnich, D., Dec 1 2008, Naturally-Inspired Artificial Intelligence - Papers from the AAAI Fall Symposium, Technical Report. p. 79-86 8 p. (AAAI Fall Symposium - Technical Report; vol. FS-08-06).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2007

Priming of plane-rotated objects depends on attention and view familiarity

Thoma, V., Davidoff, J. & Hummel, J. E., Jan 1 2007, In : Visual Cognition. 15, 2, p. 179-210 32 p.

Research output: Contribution to journalArticle

2006

Familiar interacting object pairs are perceptually grouped

Green, C. & Hummel, J. E., Oct 1 2006, In : Journal of Experimental Psychology: Human Perception and Performance. 32, 5, p. 1107-1119 13 p.

Research output: Contribution to journalArticle

Role of gamma-band synchronization in priming of form discrimination for multiobject displays

Lu, H., Morrison, R. G., Hummel, J. E. & Holyoak, K. J., Aug 15 2006, In : Journal of Experimental Psychology: Human Perception and Performance. 32, 3, p. 610-617 8 p.

Research output: Contribution to journalArticle

The Complementary Properties of Holistic and Analytic Representations of Shape

Hummel, J. E., Jun 22 2006, Perception of Faces, Objects, and Scenes: Analytic and Holistic Processes. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

The problem with using associations to carry binding information

Doumas, L. A. A., Holyoak, K. J. & Hummel, J. E., Mar 1 2006, In : Behavioral and Brain Sciences. 29, 1, p. 74-75 2 p.

Research output: Contribution to journalArticle

2005

Comparison-induced decoy effects

Choplin, J. M. & Hummel, J. E., Jan 1 2005, In : Memory and Cognition. 33, 2, p. 332-343 12 p.

Research output: Contribution to journalArticle

Relational reasoning in a neurally plausible cognitive architectures: An overview of the LISA project

Hummel, J. E. & Holyoak, K. J., Jun 1 2005, In : Current Directions in Psychological Science. 14, 3, p. 153-157 5 p.

Research output: Contribution to journalReview article

The one-to-one constraint in analogical mapping and inference

Krawczyk, D. C., Holyoak, K. J. & Hummel, J. E., Sep 1 2005, In : Cognitive Science. 29, 5, p. 797-806 10 p.

Research output: Contribution to journalArticle

2004

A Neurocomputational Model of Analogical Reasoning and its Breakdown in Frontotemporal Lobar Degeneration

Morrison, R. G., Krawczyk, D. C., Holyoak, K. J., Hummel, J. E., Chow, T. W., Miller, B. L. & Knowlton, B. J., Mar 1 2004, In : Journal of cognitive neuroscience. 16, 2, p. 260-271 12 p.

Research output: Contribution to journalArticle

A solution to the binding problem for compositional connectionism

Hummel, J. E., Holyoak, K. J., Green, C., Doumas, L. A. A., Devnich, D., Kittur, A. & Kalar, D. J., Dec 1 2004, p. 31-34. 4 p.

Research output: Contribution to conferencePaper

Relational integration, inhibition, and analogical reasoning in older adults

Viskontas, I. V., Morrison, R. G., Holyoak, K. J., Hummel, J. E. & Knowlton, B. J., Dec 1 2004, In : Psychology and aging. 19, 4, p. 581-591 11 p.

Research output: Contribution to journalArticle

Structural constraints and object similarity in analogical mapping and inference

Krawczyk, D. C., Holyoak, K. J. & Hummel, J. E., Feb 1 2004, In : Thinking and Reasoning. 10, 1, p. 85-104 20 p.

Research output: Contribution to journalReview article

Varieties of sameness: The impact of relational complexity on perceptual comparisons

Kroger, J. K., Holyoak, K. J. & Hummel, J. E., May 1 2004, In : Cognitive Science. 28, 3, p. 335-358 24 p.

Research output: Contribution to journalArticle

2003

A Symbolic-Connectionist Theory of Relational Inference and Generalization

Hummel, J. E. & Holyoak, K. J., Apr 1 2003, In : Psychological review. 110, 2, p. 220-264 45 p.

Research output: Contribution to journalReview article

"Effective systematicity" in, "effective systematicity" out: A reply to Edelman and Intrator (2003) [1]

Hummel, J. E., Mar 1 2003, In : Cognitive Science. 27, 2, p. 327-329 3 p.

Research output: Contribution to journalLetter

Relational Perception And Cognition: Implications For Cognitive Architecture And The Perceptual-Cognitive Interface

Green, C. & Hummel, J. E., Dec 1 2003, Psychology of Learning and Motivation - Advances in Research and Theory. p. 201-226 26 p. (Psychology of Learning and Motivation - Advances in Research and Theory; vol. 44).

Research output: Chapter in Book/Report/Conference proceedingChapter

2002

Automatic priming for translation- and scale-invariant representations of object shape

Stankiewicz, B. J. & Hummel, J. E., Aug 1 2002, In : Visual Cognition. 9, 6, p. 719-739 21 p.

Research output: Contribution to journalArticle

Magnitude comparisons distort mental representations of magnitude

Choplin, J. M. & Hummel, J. E., Jun 2002, In : Journal of Experimental Psychology: General. 131, 2, p. 270-286 17 p.

Research output: Contribution to journalArticle

The role of textual coherence in incremental analogical mapping

Kubose, T. T., Holyoak, K. J. & Hummel, J. E., Jan 1 2002, In : Journal of Memory and Language. 47, 3, p. 407-435 29 p.

Research output: Contribution to journalArticle

2001

Complementary solutions to the binding problem in vision: Implications for shape perception and object recognition

Hummel, J. E., Aug 25 2001, In : Visual Cognition. 8, 3-5, p. 489-517 29 p.

Research output: Contribution to journalArticle

The use of diagrams in analogical problem solving

Pedone, R., Hummel, J. E. & Holyoak, K. J., Jan 1 2001, In : Memory and Cognition. 29, 2, p. 214-221 8 p., BF03194915.

Research output: Contribution to journalArticle

2000

Localism as a first step toward symbolic representation

Hummel, J. E., Dec 4 2000, In : Behavioral and Brain Sciences. 23, 4, p. 480-481 2 p.

Research output: Contribution to journalShort survey