On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor

Author:

Abernot Madeleine1,Gil Thierry1,Todri-Sanial Aida1

Affiliation:

1. LIRMM, University of Montpellier, CNRS, France

Funder

European H2020 Programme NeurONN

Publisher

ACM

Reference15 articles.

1. Digital Implementation of Oscillatory Neural Network for Image Recognition Applications

2. Dennis Valbjørn Christensen and al. 2022. 2022 roadmap on neuromorphic computing and engineering. Neuromorphic Computing and Engineering(2022). http://iopscience.iop.org/article/10.1088/2634-4386/ac4a83 Dennis Valbjørn Christensen and al. 2022. 2022 roadmap on neuromorphic computing and engineering. Neuromorphic Computing and Engineering(2022). http://iopscience.iop.org/article/10.1088/2634-4386/ac4a83

3. Digilent company. [n.d.]. Zybo Z7 Reference Manual. ([n. d.]). https://digilent.com/reference/programmable-logic/zybo-z7/reference-manual Digilent company. [n.d.]. Zybo Z7 Reference Manual. ([n. d.]). https://digilent.com/reference/programmable-logic/zybo-z7/reference-manual

4. Gyorgy Csaba and Wolfgang Porod . 2020. Coupled oscillators for computing: A review and perspective. Applied physics reviews 7 ( 2020 ), 011302. Gyorgy Csaba and Wolfgang Porod. 2020. Coupled oscillators for computing: A review and perspective. Applied physics reviews 7 (2020), 011302.

5. Mapping Hebbian Learning Rules to Coupling Resistances for Oscillatory Neural Networks

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1. Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network;2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED);2023-08-07

2. Oscillatory neural network learning for pattern recognition: an on-chip learning perspective and implementation;Frontiers in Neuroscience;2023-06-15

3. Building Oscillatory Neural Networks;Proceedings of the 2023 International Symposium on Physical Design;2023-03-26

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