OECC/PSC 2025
Advanced Search

Session Details

Oral SessionsP2. Photonics for Computing and Deep Learning Applications

[ME1]Training for Photonic Neural Networks

Mon. Jun 30, 2025 11:00 AM - 12:15 PM JST
Mon. Jun 30, 2025 2:00 AM - 3:15 AM UTC
Room E (2F Small Hall)
Presider: Mitsumasa Nakajima (NTT Corporation)
11:00 AM - 11:30 AM JST(2:00 AM - 2:30 AM UTC)Invited

[ME1-1]Photonic Neural Networks Leveraging Novel Computing Operators

○Guangwei Cong1 (1.AIST)
11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[ME1-2]ALoRA: Hardware-Aware Fine Tuning for Photonic Large Neural Networks

○Taichi Taniguchi1, Mitsumasa Nakajima2, Kohei Ikeda3, Toshikazu Hashimoto2, Satoshi Kawakami1 (1.Kyushu University, 2.NTT Device Technology Laboratories, 3.NTT Basic Research Laboratories)
11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[ME1-3]Mitigating Noise Effects in Photonic Neural Networks using Adaptive Quantization

○Emilio Paolini1, Lorenzo De Marinis1, Peter Seigo Kincaid1, Luca Valcarenghi1, Giampiero Contestabile1, Giannis Roumpos2,4, Miltiadis Moralis-Pegios3,4, Nikos Pleros3,4, Nicola Andriolli5 (1.Scuola Superiore Sant'Anna, 2.Dept. of Physics, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece, 3.Dept. of Informatics, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece, 4.Wireless and Photonic Systems and Networks Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece, 5.Department of Information Engineering, University of Pisa, 56122 Pisa, Italy)
12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)

[ME1-4]Differentiable Neural Architecture Search for Photonic-Aware Neural Networks

Giovanni Paolini2, ○Emilio Paolini1, Nicola Andriolli2, Marco Cococcioni2 (1.Scuola Superiore Sant'Anna, 2.Universitá di Pisa)
Back to Category List