Matej Hejda

20 papers A* 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Roadmap on Neuromorphic Photonics.
CoRR
Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera
2025 J jnl
SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing.
CoRR
Matej Hejda, Aishwarya Natarajan, Chaerin Hong, Mehmet Berkay On, Sébastien d'Herbais de Thun, Raymond G. Beausoleil, Thomas Van Vaerenbergh
2024 A* conf
Invited: Neuromorphic Architectures Based on Augmented Silicon Photonics Platforms.
DAC
Matej Hejda, Federico Marchesin, George Papadimitriou, Dimitris Gizopoulos, Benoît Charbonnier, Régis Orobtchouk, Peter Bienstman, Thomas Van Vaerenbergh, Fabio Pavanello
2024 J jnl
Invited: Neuromorphic architectures based on augmented silicon photonics platforms.
CoRR
Matej Hejda, Federico Marchesin, George Papadimitriou, Dimitris Gizopoulos, Benoît Charbonnier, Régis Orobtchouk, Peter Bienstman, Thomas Van Vaerenbergh, Fabio Pavanello
2024 J jnl
Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system.
Neuromorph. Comput. Eng.
Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado
2024 J jnl
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing.
CoRR
Weikang Zhang, Matej Hejda, Qusay Raghib Ali Al-Taai, Dafydd Owen-Newns, Bruno Romeira, José M. L. Figueiredo, Joshua Robertson, Edward Wasige, Antonio Hurtado
2024 J jnl
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing.
Neuromorph. Comput. Eng.
Weikang Zhang, Matej Hejda, Qusay Raghib Ali Al-Taai, Dafydd Owen-Newns, Bruno Romeira, José M. L. Figueiredo, Joshua Robertson, Edward Wasige, Antonio Hurtado
2023 J jnl
Brain-inspired nanophotonic spike computing: challenges and prospects.
Neuromorph. Comput. Eng.
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
2023 J jnl
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems.
CoRR
Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado
2023 J jnl
Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors.
CoRR
Qusay Raghib Ali Al-Taai, Matej Hejda, Weikang Zhang, Bruno Romeira, José M. L. Figueiredo, Edward Wasige, Antonio Hurtado
2023 J jnl
Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors.
Neuromorph. Comput. Eng.
Qusay Raghib Ali Al-Taai, Matej Hejda, Weikang Zhang, Bruno Romeira, José M. L. Figueiredo, Edward Wasige, Antonio Hurtado
2023 — conf
VCSEL Based Neuromorphic Computing.
OFC
Dafydd Owen-Newns, Matej Hejda, Joshua Robertson, Antonio Hurtado
2022 J jnl
Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a vertical cavity surface emitting laser.
CoRR
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
2022 J jnl
GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL).
CoRR
Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado
2022 J jnl
Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems.
CoRR
Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado
2021 J jnl
Photonic neuromorphic computing using vertical cavity semiconductor lasers.
CoRR
Anas Skalli, Joshua Robertson, Dafydd Owen-Newns, Matej Hejda, Xavier Porte, Stephan Reitzenstein, Antonio Hurtado, Daniel Brunner
2021 J jnl
Resonant tunnelling diode nano-optoelectronic spiking nodes for neuromorphic information processing.
CoRR
Matej Hejda, Juan Arturo Alanis, Ignacio Ortega-Piwonka, João Lourenço, José M. L. Figueiredo, Julien Javaloyes, Bruno Romeira, Antonio Hurtado
2021 J jnl
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron.
CoRR
Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado
2020 J jnl
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes.
CoRR
Yahui Zhang, Joshua Robertson, Shuiying Xiang, Matej Hejda, Julián Bueno, Antonio Hurtado
2020 — conf
VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates.
OFC
Matej Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado