Emerging Technologies · Computer Science
GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL)
Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado
2022-08-15
Emerging Technologies · Computer Science
Photonic neuromorphic computing using vertical cavity semiconductor lasers
Anas Skalli, Joshua Robertson, Dafydd Owen-Newns, Matej Hejda +4
2021-12-16
Emerging Technologies · Computer Science
Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems
Dafydd Owen-Newns, Joshua Robertson, Matej Hejda, Antonio Hurtado
2022-11-23
Emerging Technologies · Computer Science
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron
Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matěj Hejda +3
2021-10-06
Computational Physics · Physics
High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL
Dafydd Owen-Newns, Lina Jaurigue, Josh Robertson, Andrew Adair +3
2024-12-13
Image and Video Processing · Electrical Eng. & Systems
Convolutional Image Edge Detection Using Ultrafast Photonic Spiking VCSEL Neurons
Joshua Robertson, Yahui Zhang, Matej Hejda, Andrew Adair +3
2020-07-21
Emerging Technologies · Computer Science
Developing of a photonic hardware platform for brain-inspired computing based on $5\times5$ VCSEL arrays
T. Heuser, M. Pflüger, I. Fischer, J. A. Lott +2
2020-11-24
Emerging Technologies · Computer Science
Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing
Anas Skalli, Xavier Porte, Nasibeh Haghighi, Stephan Reitzenstein +2
2021-12-17
Applied Physics · Physics
A Laser Spiking Neuron in a Photonic Integrated Circuit
Mitchell A. Nahmias, Hsuan-Tung Peng, Thomas Ferreira de Lima, Chaoran Huang +3
2020-12-17
Mesoscale and Nanoscale Physics · Physics
Controlled lasing from active optomechanical resonators
T. Czerniuk, C. Brueggemann, J. Tepper, S. Brodbeck +7
2015-06-18
Other Condensed Matter · Physics
Analytical Model of Spin-Polarized Semiconductor Lasers
Christian Gothgen, Rafal Oszwaldowski, Athos Petrou, Igor Zutic
2009-11-13
Neurons and Cognition · Quantitative Biology
Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network
Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris +1
2021-03-30
Systems and Control · Electrical Eng. & Systems
Demonstration of Programmable Brain-Inspired Optoelectronic Neuron in Photonic Spiking Neural Network with Neural Heterogeneity
Yun-Jhu Lee, Mehmet Berkay On, Luis El Srouji, Li Zhang +2
2023-11-28