Individual differences among deep neural network models J Mehrer, CJ Spoerer, TC Kriegeskorte, Nikolaus, Kietzmann Nature Communications 11, 2020 | 12 | 2020 |
Deep neural networks trained on ecologically relevant categories better explain human IT J Mehrer, TC Kietzmann, N Kriegeskorte Conference on Cognitive Computational Neuroscience. New York, NY, USA, 2017 | 12 | 2017 |
Diverse deep neural networks all predict human IT well, after training and fitting KR Storrs, TC Kietzmann, A Walther, J Mehrer, N Kriegeskorte bioRxiv, 2020 | 9 | 2020 |
Recurrent neural networks can explain flexible trading of speed and accuracy in biological vision CJ Spoerer, TC Kietzmann, J Mehrer, I Charest, N Kriegeskorte PLOS Computational Biology 16 (10), e1008215, 2020 | 6 | 2020 |
Recurrent networks can recycle neural resources to flexibly trade speed for accuracy in visual recognition CJ Spoerer, TC Kietzmann, J Mehrer, I Charest, N Kriegeskorte BioRxiv, 677237, 2020 | 6 | 2020 |
Deep neural networks trained with heavier data augmentation learn features closer to representations in hIT A Hernández-García, J Mehrer, N Kriegeskorte, P König, TC Kietzmann Conference on Cognitive Computational Neuroscience, 2018 | 4 | 2018 |
Architecture matters: How well neural networks explain it representation does not depend on depth and performance alone K Storrs, J Mehrer, A Walther, N Kriegeskorte Conference on Cognitive Computational Neuroscience (CCN), 2017 | 1 | 2017 |
Computational models of the human visual cortex: on individual differences and ecologically valid input statistics J Mehrer University of Cambridge, 2020 | | 2020 |
Architecture Matters: Training and Structure Both Affect How Well Deep Networks Predict Cortical Representations of Objects, Places and Faces K Storrs, J Mehrer, A Walther, N Kriegeskorte PERCEPTION 48, 198-198, 2019 | | 2019 |
Mokset: A shared stimulus set for ob ect vision research SR Mok, J Mehrer, N Kriegeskorte | | |
Modelling Human Visual Uncertainty using Bayesian Deep Neural Networks P McClure, TC Kietzmann, J Mehrer, N Kriegeskorte | | |