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Milad Mozafari
Milad Mozafari
Research Scientist at Torus AI
Adresă de e-mail confirmată pe torus-actions.fr
Titlu
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Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks
M Mozafari, M Ganjtabesh, A Nowzari-Dalini, SJ Thorpe, T Masquelier
Pattern Recognition 94, 87-95, 2019
222*2019
First-spike-based visual categorization using reward-modulated STDP
M Mozafari, SR Kheradpisheh, T Masquelier, A Nowzari-Dalini, ...
IEEE transactions on neural networks and learning systems 29 (12), 6178-6190, 2018
1802018
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron
M Mozafari, M Ganjtabesh, A Nowzari-Dalini, T Masquelier
Frontiers in Neuroscience, 2019
1372019
Reconstructing natural scenes from fMRI patterns using BigBiGAN
M Mozafari, L Reddy, R VanRullen
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
772020
Reconstruction of perceived images from fMRI patterns and semantic brain exploration using instance-conditioned GANs
F Ozcelik, B Choksi, M Mozafari, L Reddy, R VanRullen
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
472022
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
B Choksi, M Mozafari, C Biggs O'May, B Ador, A Alamia, R VanRullen
Advances in Neural Information Processing Systems 34, 14069-14083, 2021
322021
A cooperative learning method based on cellular learning automata and its application in optimization problems
M Mozafari, ME Shiri, H Beigy
Journal of Computational Science 11, 279-288, 2015
262015
A cellular learning automata model of investment behavior in the stock market
M Mozafari, R Alizadeh
Neurocomputing 122, 470-479, 2013
232013
Multimodal neural networks better explain multivoxel patterns in the hippocampus
B Choksi, M Mozafari, R VanRullen, L Reddy
SVRHM 2021 Workshop@ NeurIPS, 2021
152021
On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective
A Alamia, M Mozafari, B Choksi, R VanRullen
Neural Networks 157, 280-287, 2023
82023
On the role of feedback in visual processing: a predictive coding perspective
A Alamia, M Mozafari, B Choksi, R VanRullen
arXiv preprint arXiv:2106.04225, 2021
62021
Brain-inspired predictive coding dynamics improve the robustness of deep neural networks
B Choksi, M Mozafari, CB O’May, B Ador, A Alamia, R VanRullen
2nd Workshop on Shared Visual Representations in Human and Machine …, 2020
22020
Brain-inspired Computational Modeling of Action Recognition with Recurrent Spiking Neural Networks Equipped with Reinforcement Delay Learning
A Nadafian, M Mozafari, T Masquelier, M Ganjtabesh
arXiv preprint arXiv:2406.11778, 2024
2024
Modality-Agnostic fMRI Decoding of Vision and Language
M Nikolaus, M Mozafari, N Asher, L Reddy, R VanRullen
ICLR 2024 Workshop on Representational Alignment, 2024
2024
Biologically-Plausible Spiking Neural Networks For Object Recognition
M Mozafari, SR Kheradpisheh
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