Integrated Neuromorphic Photonics: Synapses, Neurons, and Neural Networks
Xuhan Guo, Jinlong Xiang, Yujia Zhang, Yikai Su
Abstract
Photonic Neuromorphic Networks Neuromorphic photonics has emerged as a competitive computing paradigm by combining the efficiency of neural networks based on a non-von Neumann architecture and the benefits of photonics. In article number 2000212, Xuhan Guo and co-workers provide a systematic review of recent advances in the integrated neuromorphic photonic systems, including concepts, principles, key photonic components, and scalable architectures.
Topics & Concepts
Neuromorphic engineeringPhotonicsComputer scienceScalabilityComputer architectureKey (lock)Artificial neural networkVon Neumann architectureArtificial intelligencePhysicsOptoelectronicsComputer securityDatabaseOperating systemNeural Networks and Reservoir ComputingNeural Networks and ApplicationsPhotonic and Optical Devices