LPHYS'24.    Program:

Seminar 12: Optical Computing and Neural Networks

Co-chairs:

Schedule:

  1. Monday, 8 July, 2024
  2. S12.1 (14:30 – 16:30)Chairs: Alexander Lvovsky (UK) and Ilker Oguz (Switzerland)
    1. 14:30 – 15:00 T Onodera (Applied and Engineering Physics, Cornell University, Ithaca NY, USA; PHI Lab, NTT Research, Sunnyvale, CA, USA), M S Stein, B A Ash, M M Sohoni, M Bosch (Applied and Engineering Physics, Cornell University, Ithaca NY, USA), R Yanagimoto (Applied and Engineering Physics, Cornell University, Ithaca NY, USA; PHI Lab, NTT Research, Sunnyvale, CA, USA), M Jankowski, T McKenna (PHI Lab, NTT Research, Sunnyvale, CA, USA), T Wang (Dept. of ECE/ENG, Boston University, Boston MA, USA), G Shvets (Applied and Engineering Physics, Cornell University, Ithaca NY, USA), M R Shcherbakov (Department of Electrical Engineering and Computer Science, UCI, Irvine CA, USA), L G Wright (Department of Applied Physics, Yale University, New Haven CT, USA), P L McMahon (Applied and Engineering Physics, Cornell University, Ithaca NY, USA)A Fully Programmable Two-Dimensional Photonic Chip for Machine Learning Abstract 
    2. 15:00 – 15:30 H Takesue (NTT Basic Research Labs, Nippon Telegraph and Telephone Corporation, Kanagawa, Japan) A Coherent Ising Machine Based on Degenerate Optical Parametric Oscillators Abstract 
    3. 15:30 – 15:55 H Kremer, H Ballani, G Brennan, B Canakci, J Chu, H Clegg, D Cletheroe, G Gkantsidis, J Gladrow, K P Kalinin, D J Kelly, G O'Shea, F Parmigiani, L Pickup, B Rahmani, A Rowstron (Cloud Systems Futures, Microsoft Research, Cambridge, UK) Analog Optical Computing for Machine Learning and Optimization Abstract 
    4. 15:55 – 16:25 A I Lvovsky (Department of Physics, University of Oxford, Oxford, UK), J Spall, X Guo (Department of Physics, University of Oxford, Oxford, UK; Lumai Ltd, Oxford, UK) Training Neural Networks with End-to-End Optical Backpropagation Abstract 
  3. S12.2 (17:00 – 19:00) Chair: Hiroki Takesue (Japan)
    1. 17:00 – 17:25 I Oguz, N U Dinc, M Yildirim (Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland), J Ke, I Yoo, Q Wang, F Yang (Google Research, Mountain View CA, USA), C Moser, D Psaltis (Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland)Optical Implementation of Denoising Diffusion Models for Efficient Image Generation Abstract 
    2. 17:25 – 17:55 A Grabulosa (Optics, FEMTO-ST Institute, UMR CNRS 6174, Besançon, France), X Porté (Department of Physics, University of Strathclyde, Glasgow, UK), J Moughames, D Brunner (Optics, FEMTO-ST Institute, UMR CNRS 6174, Besançon, France) Additive- CMOS Compatible Fabrication of 3D Photonic Circuits for Integrating Multi-Chip and Multi-Material Platforms Abstract 
    3. 17:55 – 18:20 M Yu Saygin (Quantum Technology Centre of Moscow State University, Moscow, Russia; South Ural State University , Chelyabinsk, Russia; Sber Quantum Technology Center, Moscow, Russia), S A Fldzhyan (Russian Quantum Center, Moscow, Russia; Quantum Technology Centre of Moscow State University, Moscow, Russia), S P Kulik (Quantum Technology Centre of Moscow State University, Moscow, Russia; South Ural State University , Chelyabinsk, Russia), S S Straupe (Russian Quantum Center, Moscow, Russia; Quantum Technology Centre of Moscow State University, Moscow, Russia; Sber Quantum Technology Center, Moscow, Russia) Matrix-Vector Multiplication with Error-Tolerant Programmable Photonics Abstract