Miguel C. Soriano

1. Roadmap on Neuromorphic Photonics
   2025/01/14 by Daniel Brunner, Bhavin J. Shastri, Brunner, Daniel +328 · 2 voices · 10 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.ET #physics.app-ph #physics.optics
2. Experimental memory control in continuous variable optical quantum reservoir computing
   2025/06/08 by Iris Paparelle, Paparelle, Iris, Johan Henaff +15 · 5 citations
   Computer Science · Physics and Astronomy · Engineering · #Neural Networks and Reservoir Computing #Mechanical and Optical Resonators #Photonic and Optical Devices
3. Dynamical stability and chaos in artificial neural network trajectories along training
   2024/04/08 by Kaloyan Danovski, Miguel C. Soriano, Danovski, Kaloyan +3 · 2 citations
   Computer Science · #Chaotic Dynamics (nlin.CD) #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Statistics and Probability (physics.data-an)
4. Leveraging chaotic transients in the training of artificial neural networks
   2025/06/10 by Pedro Jiménez-González, Jiménez-González, Pedro, Miguel C. Soriano +3 · 1 voice · 3 citations
   Computer Science · #Neural Networks and Reservoir Computing #Stochastic Gradient Optimization Techniques #Neural Networks and Applications