Alex Kell

CBMM Publications

K. Dobs, Kell, A. J. E., Martinez-Trujillo, J., Cohen, M., and Kanwisher, N., “Using task-optimized neural networks to understand why brains have specialized processing for faces ”, in Computational and Systems Neurosciences, Denver, CO, USA, 2020.
K. Dobs, Kell, A. J. E., Martinez-Trujillo, J., Cohen, M., and Kanwisher, N., “Why Are Face and Object Processing Segregated in the Human Brain? Testing Computational Hypotheses with Deep Convolutional Neural Networks ”, in Conference on Cognitive Computational Neuroscience, Berlin, Germany, 2020.
A. J. E. Kell and McDermott, J. H., “Deep neural network models of sensory systems: windows onto the role of task constraints”, Current Opinion in Neurobiology, vol. 55, pp. 121 - 132, 2019.
A. J. E. Kell and McDermott, J. H., “Invariance to background noise as a signature of non-primary auditory cortex”, Nature Communications, vol. 10, no. 1, 2019.
M. A. Cohen, Dilks, D. D., Koldewyn, K., Weigelt, S., Feather, J., Kell, A. J. E., Keil, B., Fischl, B., Zöllei, L., Wald, L., Saxe, R., and Kanwisher, N., “Representational similarity precedes category selectivity in the developing ventral visual pathway”, NeuroImage, vol. 197, pp. 565 - 574, 2019.
A. J. E. Kell, Yamins, D. L. K., Shook, E. N., Norman-Haignere, S. V., and McDermott, J. H., “A task-optimized neural network replicates human auditory behavior, predicts brain responses, and reveals a cortical processing hierarchy”, Neuron, vol. 98, 2018.