[18p-C302-1~9] Crossover between Photonic Computing and AI: From New Trends to Applications

1:30 PM - 2:00 PM JST(4:30 AM - 5:00 AM UTC)

[18p-C302-2] Implementation and application of deep neural network hardware based on spatial light modulation

〇Masanori Takabayashi^1,2 (1.Kyutech, 2.Neumorph Center, Kyutech)

Keywords:

Optoelectronic deep neural network,Transmission matrix,Holographic data storage

The implementation and application of optoelectronic deep neural networks (OE-DNN) based on spatial light modulation are presented. The first half of the talk introduces the implementation of complex OE-DNN using a transmission matrix (TM). The second half focuses on holographic data storage (HDS) as an application example, demonstrating how to inherently implement deep neural network functions in the system without the need for special optical elements or high-performance computers.