Dafydd Owen-Newns
- GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL)
2022/06/15 by Dafydd Owen-Newns, Joshua Robertson, Owen-Newns, Dafydd +5 · 3 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems
2022/11/22 by Dafydd Owen-Newns, Joshua Robertson, Owen-Newns, Dafydd +5 · 2 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Photonic neuromorphic computing using vertical cavity semiconductor lasers
2021/12/15 by Anas Skalli, Joshua Robertson, Skalli, Anas +13 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Photonic and Optical Devices
- Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a vertical cavity surface emitting laser
2022/06/22 by Matéj Hejda, Ekaterina Malysheva, Hejda, Matěj +21 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Optics (physics.optics)
- Neuromorphic Photonic Processing and Memory with Spiking Resonant Tunnelling Diode Neurons and Neural Networks
2025/07/28 by Dafydd Owen-Newns, Joshua Robertson, Owen-Newns, Dafydd +13 · 1 citation
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing #Photonic and Optical Devices