Milad Mozafari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Visual Categorization

Spiking Neural Networks

Digit Recognition

Learning Automata

Top Venues

Neural Networks

Pattern Recognit.

Publications

Alireza Nadafian, Milad Mozafari, Timothée Masquelier, Mohammad Ganjtabesh
Brain-inspired Computational Modeling of Action Recognition with Recurrent Spiking Neural Networks Equipped with Reinforcement Delay Learning. CoRR (2024)
Mitja Nikolaus, Milad Mozafari, Nicholas Asher, Leila Reddy, Rufin VanRullen
Modality-Agnostic fMRI Decoding of Vision and Language. CoRR (2024)
Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective. Neural Networks 157 (2023)
Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
Multimodal neural networks better explain multivoxel patterns in the hippocampus. CoRR (2022)
Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. IJCNN (2022)
Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy
Multimodal neural networks better explain multivoxel patterns in the hippocampus. Neural Networks 154 (2022)
Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs. CoRR (2022)
Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. CoRR (2021)
Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, Benjamin Ador, Andrea Alamia, Rufin VanRullen
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics. NeurIPS (2021)
Andrea Alamia, Milad Mozafari, Bhavin Choksi, Rufin VanRullen
On the role of feedback in visual processing: a predictive coding perspective. CoRR (2021)
Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. CoRR (2020)
Milad Mozafari, Leila Reddy, Rufin VanRullen
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. IJCNN (2020)
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini, Simon J. Thorpe, Timothée Masquelier
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks. Pattern Recognit. 94 (2019)
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini, Timothée Masquelier
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron. CoRR (2019)
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini, Simon J. Thorpe, Timothée Masquelier
Combining STDP and Reward-Modulated STDP in Deep Convolutional Spiking Neural Networks for Digit Recognition. CoRR (2018)
Milad Mozafari, Saeed Reza Kheradpisheh, Timothée Masquelier, Abbas Nowzari-Dalini, Mohammad Ganjtabesh
First-Spike-Based Visual Categorization Using Reward-Modulated STDP. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Milad Mozafari, Saeed Reza Kheradpisheh, Timothée Masquelier, Abbas Nowzari-Dalini, Mohammad Ganjtabesh
First-spike based visual categorization using reward-modulated STDP. CoRR (2017)
Milad Mozafari, Mohammad Ebrahim Shiri, Hamid Beigy
A cooperative learning method based on cellular learning automata and its application in optimization problems. J. Comput. Sci. 11 (2015)
Milad Mozafari, Rahim Alizadeh
A cellular learning automata model of investment behavior in the stock market. Neurocomputing 122 (2013)