Matej Hejda

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Curvilinear Structures

Spiking Neural Networks

Biologically Plausible

Top Venues

Neuromorph. Comput. Eng.

Publications

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 (2024)
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 (2024)
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) (2024)
Dafydd Owen-Newns, Matej Hejda, Joshua Robertson, Antonio Hurtado
VCSEL Based Neuromorphic Computing. OFC (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2022)
Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado
Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems. CoRR (2022)
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 (2022)
Matej Hejda, Juan Arturo Alanis, Ignacio Ortega-Piwonka, João Lourenço, José Figueiredo, Julien Javaloyes, Bruno Romeira, Antonio Hurtado
Resonant tunnelling diode nano-optoelectronic spiking nodes for neuromorphic information processing. CoRR (2021)
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 (2021)
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 (2021)
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 (2020)
Matej Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado
VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates. OFC (2020)