Quantization-aware training for low precision photonic neural networks
Manos Kirtas, Athina Oikonomou, Nikolaos Passalis, George Mourgias-Alexandris, Miltiadis Moralis‐Pegios, Nikos Pleros, Anastasios Tefas
Topics & Concepts
Neuromorphic engineeringPhotonicsComputer scienceBottleneckQuantization (signal processing)Artificial neural networkElectronic engineeringConvolutional neural networkComputer engineeringEfficient energy useComputer architectureArtificial intelligenceAlgorithmElectrical engineeringEmbedded systemEngineeringPhysicsOpticsNeural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingOptical Network Technologies