Photonic neural networks for machine learning training in classification tasks

Abstract

[ES] Estudio de las técnicas de multiplicación de matrices fotónicas, el rendimiento y las arquitecturas y realización para un caso de aplicación real de una red neuronal fotónica. En este TFM, se estudian las arquitecturas y el rendimiento de las redes neuronales fotónicas

[EN] Study the photonic matrix multiplication techniques, performance and architectures and perform a real application case of a photonic neural network. In this TFM, you master the architectures and performances of photonic neural networks, and perform the necessary modifications to enable a real and practical system training. The final application will demonstrate the use of the system for classification tasks.