Yanis Bahroun
According to our database1,
Yanis Bahroun
authored at least 19 papers
between 2017 and 2023.
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Bibliography
2023
Duality Principle and Biologically Plausible Learning: Connecting the Representer Theorem and Hebbian Learning.
CoRR, 2023
Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training.
CoRR, 2023
A normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity.
CoRR, 2023
2022
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
A Biologically Plausible Neural Network for Multichannel Canonical Correlation Analysis.
Neural Comput., 2021
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Exploration and extension of the similarity matching framework: feature learning, nonlinear methods and transformation learning.
PhD thesis, 2020
A biologically plausible neural network for local supervision in cortical microcircuits.
CoRR, 2020
A biologically plausible neural network for multi-channel Canonical Correlation Analysis.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2017
Online Representation Learning with Multi-layer Hebbian Networks for Image Classification Tasks.
CoRR, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Online Representation Learning with Single and Multi-layer Hebbian Networks for Image Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017