Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain K Fakhar, CC Hilgetag PLOS Computational Biology 18 (6), e1010250, 2022 | 7 | 2022 |
Causal influences decouple from their underlying network structure in echo state networks K Fakhar, F Hadaeghi, CC Hilgetag 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 3 | 2022 |
‘One region to control them all'-the surprising effectiveness of network control theory in predicting post-stroke recovery from aphasia M Popova, K Fakhar, W Braun Frontiers in Computational Neuroscience 16, 943396, 2022 | 1 | 2022 |
Attention-Driven Modulation of Auditory Cortex Activity during Selective Listening in a Multispeaker Setting S Puschmann, M Regev, K Fakhar, RJ Zatorre, CM Thiel Journal of Neuroscience 44 (15), 2024 | | 2024 |
Downstream network transformations dissociate neural activity from causal functional contributions K Fakhar, S Dixit, F Hadaeghi, KP Kording, CC Hilgetag Scientific Reports 14 (1), 2103, 2024 | | 2024 |
Simulation of neuroplasticity in a CNN-based in-silico model of neurodegeneration of the visual system JA Moore, M Wilms, A Gutierrez, Z Ismail, K Fakhar, F Hadaeghi, ... Frontiers in Computational Neuroscience 17, 2023 | | 2023 |
MSA: A compact Python package for Multiperturbation Shapley value Analysis. K Fakhar, S Dixit https://doi.org/10.5281/zenodo.5636435, 2021 | | 2021 |
Neuronal Causes and Behavioural Effects: a Review on Logical, Methodological, and Technical Issues With Respect to Causal Explanations of Behaviour in Neuroscience K Fakhar, D Gonschorek, L Schmors, N Bielczyk PsyArXiv, 2019 | | 2019 |