Fourier-space Diffractive Deep Neural Network

Tao Yan, Jiamin Wu, Tiankuang Zhou, +6

Physical Review Letters

PhotonicsConvolutional Neural NetworkMachine VisionEngineeringDiffractive Optic +12

All-analog photoelectronic chip for high-speed vision tasks

Yitong Chen, Maimaiti Nazhamaiti, Xu Han, +9

Nature

Large-scale photonic chiplet Taichi empowers 160-TOPS/W artificial general intelligence

Zhihao Xu, Tiankuang Zhou, Muzhou Ma, +3

Science

Artificial IntelligencePhotonicsOptical InterconnectsTaichi-large-scale Photonic ChipletsIntegrated Photonics +13

In situ optical backpropagation training of diffractive optical neural networks

Tiankuang Zhou, Lu Fang, Tao Yan, +6

Photonics Research

Optical DesignOptical MaterialsEngineeringMachine LearningOptical Transmission System +16

Fully forward mode training for optical neural networks

Zhiwei Xue, Tiankuang Zhou, Zhihao Xu, +3

Nature

A multichannel optical computing architecture for advanced machine vision

Zhihao Xu, Xiaoyun Yuan, Tiankuang Zhou, +1

Light Science & Applications

Photonic unsupervised learning variational autoencoder for high-throughput and low-latency image transmission

Yitong Chen, Tiankuang Zhou, Jiamin Wu, +4

Science Advances

PhotonicsElectronic CircuitsEngineeringQuantum ComputingMachine Learning +13

Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning

Xiaoyun Yuan, Yong Wang, Zhihao Xu, +2

Nature Communications

EngineeringDual-neuron Optical-artificial LearningOptoelectronic DevicesOptogeneticsSocial Sciences +14

Ultrafast dynamic machine vision with spatiotemporal photonic computing

Tiankuang Zhou, Wei Wu, Jinzhi Zhang, +2

Science Advances

Event CameraEngineeringComputer ArchitectureTransient ImagingProgrammable Photonics +15

Photonic neuromorphic architecture for tens-of-task lifelong learning

Yuan Cheng, Jianing Zhang, Tiankuang Zhou, +4

Light Science & Applications