NEOCNN: NTT-Enabled Optical Convolution Neural Network Accelerator
X.S. Li, Yinyi Liu, Fan Jiang, Chengeng Li, Yuxiang Fu, Wei Zhang, Jiang Rong Xu · 2024
In the realm of neural network computation, optical neural network accelerators (ONNs) have emerged as a promising solution, leveraging the inherent speed and parallelism of optical systems. Despite their potential, current ONN designs often fall short due to inefficient data movement and reliance on traditional electronics-based dataflows.