Programmable tanh- and ReLU-like optoelectronic activation functions for neuromorphic photonic circuits
- Author
- Christos Pappas, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck (UGent) , Gertjan Coudyzer (UGent) , Xin Yin (UGent) and Nikos Pleros
- Organization
- Abstract
- We demonstrate reconfigurable tanh- and ReLU-like nonlinear activation functions for incoherent neuromorphic photonics using a balanced photodiode assembled with a programmable electronic TIA chip. Experimental results up to 10 Gb/s line -rates are presented.
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Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01H7D1JJV7J85S5V4F0CEHSCJS
- MLA
- Pappas, Christos, et al. “Programmable Tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.” 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC, IEEE, 2023, doi:10.1364/OFC.2023.M2J.3.
- APA
- Pappas, C., Kovaios, S., Moralis-Pegios, M., Tsakyridis, A., Giamougiannis, G., Van Kerrebrouck, J., … Pleros, N. (2023). Programmable tanh- and ReLU-like optoelectronic activation functions for neuromorphic photonic circuits. 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC. Presented at the Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA. https://doi.org/10.1364/OFC.2023.M2J.3
- Chicago author-date
- Pappas, Christos, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, and Nikos Pleros. 2023. “Programmable Tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.” In 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC. IEEE. https://doi.org/10.1364/OFC.2023.M2J.3.
- Chicago author-date (all authors)
- Pappas, Christos, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, and Nikos Pleros. 2023. “Programmable Tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.” In 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC. IEEE. doi:10.1364/OFC.2023.M2J.3.
- Vancouver
- 1.Pappas C, Kovaios S, Moralis-Pegios M, Tsakyridis A, Giamougiannis G, Van Kerrebrouck J, et al. Programmable tanh- and ReLU-like optoelectronic activation functions for neuromorphic photonic circuits. In: 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC. IEEE; 2023.
- IEEE
- [1]C. Pappas et al., “Programmable tanh- and ReLU-like optoelectronic activation functions for neuromorphic photonic circuits,” in 2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC, San Diego, CA, 2023.
@inproceedings{01H7D1JJV7J85S5V4F0CEHSCJS,
abstract = {{We demonstrate reconfigurable tanh- and ReLU-like nonlinear activation functions for incoherent neuromorphic photonics using a balanced photodiode assembled with a programmable electronic TIA chip. Experimental results up to 10 Gb/s line -rates are presented.}},
articleno = {{M2J.3}},
author = {{Pappas, Christos and Kovaios, Stefanos and Moralis-Pegios, Miltiadis and Tsakyridis, Apostolos and Giamougiannis, George and Van Kerrebrouck, Joris and Coudyzer, Gertjan and Yin, Xin and Pleros, Nikos}},
booktitle = {{2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC}},
isbn = {{9781957171180}},
issn = {{2162-3414}},
language = {{eng}},
location = {{San Diego, CA}},
pages = {{3}},
publisher = {{IEEE}},
title = {{Programmable tanh- and ReLU-like optoelectronic activation functions for neuromorphic photonic circuits}},
url = {{http://doi.org/10.1364/OFC.2023.M2J.3}},
year = {{2023}},
}
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