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Arash Akbarinia

Dr.

Justus-Liebig Universität Gießen FB 06 Psychology and Sports-Sciences
Alter Steinbacher Weg 38
35394 Gießen

+49 (0)641 99 26 106 +49 (0)641 99 26 119 102 send e-mail visit website

Kurzinfo

I work in this multidisciplinary domain of brains, minds and machines, aiming to answer how complex behaviour arises from neuronal activity. I compare the neural networks of two organisations: biological versus artificial.

My focus is visual information processing: oscillating in-between psychophysics of visual perception and computational modelling of vision.

project-related publications
Akbarinia, A., Morgenstern, Y., & Gegenfurtner, K. R. (2023). Contrast sensitivity function in deep networks.Neural Networks, 164, 228-244. find paper
de Vries, J.P., Akbarinia, A., Flachot, A. & Gegenfurtner, K.R. (2022). Emergent color categorization in a neural network trained for object recognition. eLife, 11, e76472. find preprint DOI
Flachot, A., Akbarinia, A., Schütt, H.H., Fleming, R.W., Wichmann, F.A. & Gegenfurtner, K.R. (2022). Deep neural models for color discrimination and color constancy. Journal of Vision, 22(4), 17-17. find paper DOI
Morimoto, T., Akbarinia, A., Storrs, K., Cheeseman, J. R., Smithson, H. E., Gegenfurtner, K. R., & Fleming, R. W. (2023). Color and gloss constancy under diverse lighting environments. Journal of Vision, 23(7), 8-8. find paper DOI
Morimoto, T., Akbarinia, A., Storrs, K., Cheeseman, J. R., Smithson, H. E., Gegenfurtner, K. R., & Fleming, R. W. (2023). Color and gloss constancy under diverse lighting environments. Journal of Vision, 23(7), 8-8. find paper DOI
former project-related publications
Akbarinia, A., & Gil-Rodríguez, R. (2020). Deciphering image contrast in object classification deep networks. Vision Research, 173, 61-76. find paper
Flachot, A., Akbarinia, A., Schütt, H. H., Fleming, R. W., Wichmann, F. A., & Gegenfurtner, K. R. (2020). Deep Neural Models for color discrimination and color constancy. arXiv preprint arXiv:2012.14402. find preprint
Metzger, A., Toscani, M., Akbarinia, A., Valsecchi, M. & Drewing, K. (2021). Deep neural network model of haptic saliency. Scientific Reports, 11(1), 1395. find paper, DATA
Valsecchi, M., Akbarinia, A., Gil-Rodriguez, R., & Gegenfurtner, K. R (2020, June). Pedestrians egocentric vision: individual and collective analysis. In ACM Symposium on Eye Tracking Research and Applications (pp. 1-5). find paper, DATA
Projektbeteiligung