Photonic neural networks for machine learning training in classification tasks

[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.Xie, Z. (2022). Photonic neural networks for machine learning training in classification tasks. Universitat Politècnica de València. http://hdl.handle.net/10251/18694