Indiana University Bloomington

Neurocience Program Title Image
Neurocience Program Title Image
Michael Jones

Michael Jones

B.A., (Hon) Psychology (Nipissing University), 1999
M.A., Psychology (Queen's University), 2001
Ph.D., Ph.D. Psychology (Queen's University), 2005

Email address: jonesmn(at)indiana.edu

Research Interests

• Computational synthesis of neuroimaging data
• Biologically informed cognitive models
• Clinical applications of computational models


Representative Publications

Johns, B. T., Gruenenfelder, T. M., Pisoni, D. B., & Jones, M. N. (2012). Effects of word frequency, contextual diversity, and semantic distinctiveness on spoken word recognition. Journal of the Acoustical Society of America, 132, 2, EL74-EL80.

Hills, T. T., Jones, M. N., & Todd, P. T. (2012). Optimal foraging in semantic memory. Psychological Review, 119, 431-440.

Johns, B. T., & Jones, M. N. (2012). Perceptual inference from global lexical similarity. Topics in Cognitive Science, 4:1, 103-120.

Jones, M. N., Johns, B. T., Recchia, G. L. (2012). The role of semantic diversity in lexical organization. Canadian Journal of Experimental Psychology, 66, 121-132.

Cox, G., Kachergis, G., Recchia, G., & Jones, M. N. (2011). Towards a scalable holographic representation of word form. Behavior Research Methods, 43, 602-615.

Holtzman, N. S., Schott, J. P., Jones, M. N., Balota, D. A., & Yarkoni, T. (2011). Exploring media bias with semantic space models. Behavior Research Methods, 43, 193-200.

Zotov, V., Jones, M. N., & Mewhort, D. J. K. (2011). Contrast and assimilation in categorization and exemplar production. Attention, Perception, & Psychophysics, 73, 621-639.

Johns, B. T., & Jones, M. N. (2010). Evaluating the random representation assumption of lexical semantics in cognitive models. Psychonomic Bulletin & Review, 17, 662-672.

Riordan, B., & Jones, M. N. (2010). Redundancy in linguistic and perceptual experience: Comparing distributional and feature-based models of semantic representation. Topics in Cognitive Science, 3:2, 303-345.

Hare, M., Jones, M. N., Thomson, C., Kelly, S., & McRae, K. (2009). Activating event knowledge. Cognition, 111, 151-167.

Recchia, G. L., & Jones, M. N. (2009). More data trumps smarter algorithms: Training computational models of semantics on very large corpora. Behavior Research Methods, 41, 657-663.

Jones, M. N., & Mewhort, D. J. K. (2007) Representing word meaning and order information in a composite holographic lexicon. Psychological Review, 114, 1-37.

Jones, M. N., Kintsch, W., & Mewhort, D. J. K. (2006) High-dimensional semantic space accounts of priming. Journal of Memory and Language, 55, 534-552.