New approaches for studying cortical representations

Pinotsis, D. A. & Miller, E. K. (2017). New approaches for studying cortical representations. In: The 2017 AAAI Spring Symposium Series. (pp. 613-615). Palo Alto, California: AAAI. ISBN 9781577357797

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Abstract

All rights reserved. We review two new approaches for studying cortical representations of sensory stimuli. These exploit optimization algorithms and auto-encoders from machine learning and high resolution electrophysiology data. We show how these approaches can shed new light into the information processing and maintenance taking place in neuronal populations. These approaches allow us to study: 1. Changes in the precision of error representations as a result of neuromodulation. 2. Differences in the cortical connectivity underlying memory representations for different stimuli.

Item Type: Book Section
Additional Information: Re-used with permission from AAAI.
Divisions: School of Social Sciences > Department of Psychology
URI: http://openaccess.city.ac.uk/id/eprint/19419

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