Computational Neuroscience

Computational Neuroscience

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Understanding the human brain is an incredible challenge. We use simulations with computational models to discover principles that reveal how the brain supports language, cognition, perception, and action.

For example, in the domain of language, we use artificial neural networks that simulate the timecourse of human spoken language processing. Our models develop internal representations that resemble those found in the human brain, and provide new hypotheses about the computations that support language understanding.

We use experiments with human participants to test hypotheses that emerge from simulations with computational models.

By gradually making our models more biologically realistic, we will discover principles that can guide theories of typical development and processing, as well as theories of developmental disorders and impairments due to disease or injury.

Our team

Publications

In press

Frost, R., Bogaerts, L., Samuel, A.G., Magnuson, J.S., Holt, L.L., & Christiansen, M.H. (In press). Statistical Learning Subserves a Higher Purpose: Novelty Detection in an Information Foraging System. Psychological Review. Doi:10.1037/rev0000547
Isbilen, E.S., Laver, A., Siegelman, N., Magnuson, J.S., & Aslin, R.N. (In press). Finding Words in a Sea of Text: Word Search as a Measure of Sensitivity to Statistical Regularities in Reading. Journal of Experimental Psychology: Learning Memory and Cognition. Doi:10.1037/xlm0001412
Magnuson, J.S., & Luthra, S. (In press). Simple Recurrent Networks are Interactive. Psychonomic Bulletin and Review. Doi:10.3758/s13423-024-02608-y

2024

Crinnion, A.M., Luthra, S., Gaston, P., & Magnuson, J.S. (2024). Resolving competing predictions in speech: How qualitatively different cues and cue reliability contribute to phoneme identification. Attention, Perception, and Psychophysics, 86(3), 942-961. Doi:10.3758/s13414-024-02849-y

Are you interested in joining us?

We believe our diversity makes for better science

In BCBL we promote the professional development of all our staff members.

Take a look at our current job offers to join our team and participate in international research projects.

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