Projects per year
Abstract
Sensory systems face a barrage of stimulation that continually changes along multiple dimensions. These simultaneous changes create a formidable problem for the nervous system, as neurons must dynamically encode each stimulus dimension, despite changes in other dimensions. Here, we measured how neurons in visual cortex encode orientation following changes in luminance and contrast, which are critical for visual processing, but nuisance variables in the context of orientation coding. Using information theoretic analysis and population decoding approaches, we find that orientation discriminability is luminance and contrast dependent, changing over time due to firing rate adaptation. We also show that orientation discrimination in human observers changes during adaptation, in a manner consistent with the neuronal data. Our results suggest that adaptation does not maintain information rates per se, but instead acts to keep sensory systems operating within the limited dynamic range afforded by spiking activity, despite a wide range of possible inputs.
Original language | English |
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Article number | 941 |
Number of pages | 13 |
Journal | Nature Communications |
Volume | 10 |
Issue number | 1 |
DOIs | |
Publication status | Published - 26 Feb 2019 |
Keywords
- biophysical models
- network models
- neural decoding
- sensory processing
- striate cortex
Projects
- 3 Finished
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Rapid plasticity in sensory systems - linking neuronal adaptation and perception
Price, N., Morris, A. & Yu, H.
National Health and Medical Research Council (NHMRC) (Australia)
1/01/17 → 31/12/21
Project: Research
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ARC Centre of Excellence for Integrative Brain Function
Egan, G., Rosa, M., Lowery, A., Stuart, G., Arabzadeh, E., Skafidas, E., Ibbotson, M., Petrou, S., Paxinos, G., Mattingley, J., Garrido, M., Sah, P., Robinson, P. A., Martin, P., Grunert, U., Tanaka, K., Mitra, P., Johnson, G., Diamond, M., Margrie, T., Leopold, D., Movshon, J., Markram, H., Victor, J., Hill, S. & Jirsa, V.
Australian National University (ANU), Eidgenössische Technische Hochschule Zürich (ETH Zurich), Australian Research Council (ARC), Karolinska Institutet (Karolinska Institute), QIMR Berghofer Medical Research Institute, Ecole Polytechnique Federale de Lausanne (EPFL) (Swiss Federal Institute of Technology in Lausanne) , Monash University, University of Melbourne, University of New South Wales (UNSW), University of Queensland , University of Sydney, Monash University – Internal University Contribution, NIH - National Institutes of Health (United States of America), Cornell University, New York University, MRC National Institute for Medical Research, Scuola Internazionale Superiore di Studi Avanzati (International School for Advanced Studies), Duke University, Cold Spring Harbor Laboratory, RIKEN
25/06/14 → 31/12/21
Project: Research
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Context is everything - understanding how spatial, temporal and behavioural context affect sensory processing
Price, N., Arabzadeh, E. & Rajan, R.
National Health and Medical Research Council (NHMRC) (Australia)
1/01/14 → 31/12/16
Project: Research