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Matej Hejda
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2020 – today
- 2024
- [j3]Matej Hejda
, Eli A. Doris
, Simon Bilodeau
, Joshua Robertson
, Dafydd Owen-Newns
, Bhavin J. Shastri
, Paul R. Prucnal, Antonio Hurtado
:
Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system. Neuromorph. Comput. Eng. 4(2): 24011 (2024) - [i11]Weikang Zhang, Matej Hejda, Qusay Raghib Ali Al-Taai, Dafydd Owen-Newns, Bruno Romeira
, José M. L. Figueiredo, Joshua Robertson, Edward Wasige, Antonio Hurtado:
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing. CoRR abs/2403.03775 (2024) - [i10]Matej Hejda, Federico Marchesin, George Papadimitriou, Dimitris Gizopoulos, Benoît Charbonnier, Régis Orobtchouk, Peter Bienstman, Thomas Van Vaerenbergh, Fabio Pavanello:
Invited: Neuromorphic architectures based on augmented silicon photonics platforms. CoRR abs/2407.06240 (2024) - 2023
- [j2]Bruno Romeira
, Ricardo M. R. Adão
, Jana B. Nieder
, Qusay Raghib Ali Al-Taai
, Weikang Zhang
, Robert H. Hadfield
, Edward Wasige
, Matej Hejda
, Antonio Hurtado
, Ekaterina Malysheva, Victor Dolores-Calzadilla
, João Lourenço, D. Castro Alves
, José M. L. Figueiredo
, Ignacio Ortega-Piwonka
, Julien Javaloyes
, Stuart Edwards, J. Iwan Davies
, Folkert Horst, Bert J. Offrein
:
Brain-inspired nanophotonic spike computing: challenges and prospects. Neuromorph. Comput. Eng. 3(3): 33001 (2023) - [j1]Qusay Raghib Ali Al-Taai
, Matej Hejda
, Weikang Zhang, Bruno Romeira
, José M. L. Figueiredo
, Edward Wasige, Antonio Hurtado
:
Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors. Neuromorph. Comput. Eng. 3(3): 34012 (2023) - [c2]Dafydd Owen-Newns, Matej Hejda, Joshua Robertson, Antonio Hurtado:
VCSEL Based Neuromorphic Computing. OFC 2023: 1-3 - [i9]Qusay Raghib Ali Al-Taai, Matej Hejda, Weikang Zhang, Bruno Romeira
, José M. L. Figueiredo, Edward Wasige, Antonio Hurtado:
Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors. CoRR abs/2304.11713 (2023) - [i8]Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado:
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems. CoRR abs/2305.00788 (2023) - 2022
- [i7]Matej Hejda, Ekaterina Malysheva, Dafydd Owen-Newns, Qusay Raghib Ali Al-Taai, Weikang Zhang, Ignacio Ortega-Piwonka, Julien Javaloyes, Edward Wasige, Victor Dolores-Calzadilla, José M. L. Figueiredo, Bruno Romeira
, Antonio Hurtado:
Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a vertical cavity surface emitting laser. CoRR abs/2206.11044 (2022) - [i6]Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado:
GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL). CoRR abs/2208.06347 (2022) - [i5]Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado:
Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems. CoRR abs/2211.12239 (2022) - 2021
- [i4]Matej Hejda, Juan Arturo Alanis, Ignacio Ortega-Piwonka, João Lourenço, José M. L. Figueiredo, Julien Javaloyes, Bruno Romeira, Antonio Hurtado:
Resonant tunnelling diode nano-optoelectronic spiking nodes for neuromorphic information processing. CoRR abs/2107.06721 (2021) - [i3]Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado:
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron. CoRR abs/2110.01617 (2021) - [i2]Anas Skalli, Joshua Robertson, Dafydd Owen-Newns, Matej Hejda, Xavier Porte, Stephan Reitzenstein, Antonio Hurtado, Daniel Brunner:
Photonic neuromorphic computing using vertical cavity semiconductor lasers. CoRR abs/2112.08086 (2021) - 2020
- [c1]Matej Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado:
VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates. OFC 2020: 1-3 - [i1]Yahui Zhang, Joshua Robertson, Shuiying Xiang, Matej Hejda, Julián Bueno, Antonio Hurtado:
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes. CoRR abs/2011.04438 (2020)
Coauthor Index
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last updated on 2024-08-13 21:45 CEST by the dblp team
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