Carron, Igor

1. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
   2025/03/06 by Adnan Shahid, Shahid, Adnan, Adrian Kliks +229 · 14 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
2. Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment
   2020/12/11 by Julien Launay, Iacopo Poli, Launay, Julien +13 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Optical Network Technologies #Photonic and Optical Devices
3. LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor
   2021/07/25 by Brossollet, Charles, Cappelli, Alessandro, Carron, Igor +14 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
4. Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
   2024/09/01 by Ziao Wang, Kilian Müller, Wang, Ziao +27 · 2 citations
   Computer Science · #Applied Physics (physics.app-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optics (physics.optics)