4 papers
BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology
Baiyu Chen, Yujie Wu, Siyuan Xu +9
Neuroscience and artificial intelligence represent distinct yet complementary pathways to general intelligence. However, amid the ongoing boom in AI research and applications, the…
A Lightweight Complex-Valued Deformable CNN for High-Quality Computer-Generated Holography
Shuyang Xie, Jie Zhou, Bo Xu +2
Holographic displays have significant potential in virtual reality and augmented reality owing to their ability to provide all the depth cues. Deep learning-based methods play an i…
Optical Spiking Neurons Enable High-Speed and Energy-Efficient Optical Neural Networks
Bo Xu, Zefeng Huang, Yuetong Fang +5
Optical neural networks (ONNs) perform extensive computations using photons instead of electrons, resulting in passively energy-efficient and low-latency computing. Among various O…
Reuse and Blend: Energy-Efficient Optical Neural Network Enabled by Weight Sharing
Bo Xu, Yuetong Fang, Shaoliang Yu +1
Optical neural networks (ONN) based on micro-ring resonators (MRR) have emerged as a promising alternative to significantly accelerating the massive matrix-vector multiplication (M…