Yahui Zhang

发表

Numerical Implementation of Wavelength-Dependent Photonic Spike Timing Dependent Plasticity Based on VCSOA

Yue Hao, Shuiying Xiang, Aijun Wen, 2018, IEEE Journal of Quantum Electronics.

Complexity-enhanced polarization-resolved chaos in a ring network of mutually coupled vertical-cavity surface-emitting lasers with multiple delays.

Hao Zhang, Shuiying Xiang, Xingxing Guo, 2017, Applied optics.

Photonic Generation of Neuron-Like Dynamics Using VCSELs Subject to Double Polarized Optical Injection

Yue Hao, Shuiying Xiang, Aijun Wen, 2018, Journal of Lightwave Technology.

Polarization-resolved and polarization- multiplexed spike encoding properties in photonic neuron based on VCSEL-SA

Yue Hao, Shuiying Xiang, Aijun Wen, 2018, Scientific Reports.

Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking

Xingxing Guo, S. Xiang, Yahui Zhang, 2022, ArXiv.

Recent progress of integrated circuits and optoelectronic chips

Y. Liu, Huaqiang Wu, Lianshan Yan, 2021, Science China Information Sciences.

A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns

Xingxing Guo, S. Xiang, A. Wen, 2021, Science China Information Sciences.

A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns

Yue Hao, Shuiying Xiang, Aijun Wen, 2021, Sci. China Inf. Sci..

STDP-Based Unsupervised Spike Pattern Learning in a Photonic Spiking Neural Network With VCSELs and VCSOAs

Shuiying Xiang, Lin Lin, Yahui Zhang, 2019, IEEE Journal of Selected Topics in Quantum Electronics.

Plastic Photonic Synapse Based on VCSOA for Self-Learning in Photonic Spiking Neural Network

Xingxing Guo, S. Xiang, G. Han, 2023, Journal of Lightwave Technology.

Training a Multi-Layer Photonic Spiking Neural Network With Modified Supervised Learning Algorithm Based on Photonic STDP

Genquan Han, Yue Hao, Zhenxing Ren, 2021, IEEE Journal of Selected Topics in Quantum Electronics.

Image edge detection with a photonic spiking VCSEL-neuron.

Matěj Hejda, Joshua Robertson, Shuiying Xiang, 2020, Optics express.

The Winner-Take-All Mechanism for All-Optical Systems of Pattern Recognition and Max-Pooling Operation

Aijun Wen, Yue Hao, Yahui Zhang, 2020, Journal of Lightwave Technology.

Convolutional Image Edge Detection Using Ultrafast Photonic Spiking VCSEL Neurons

Joshua Robertson, Julian Bueno, Antonio Hurtado, 2020, 2007.10309.

A review: Photonics devices, architectures, and algorithms for optical neural computing

Shaofu Xu, Weiwen Zou, Yue Hao, 2021 .

Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification

Yue Hao, Shuiying Xiang, Zhenxing Ren, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Recent progress of integrated circuits and optoelectronic chips

Zhangming Zhu, Jiangyi Shi, Lianshan Yan, 2021, Science China Information Sciences.

Hardware-algorithm collaborative computing with photonic spiking neuron chip based on integrated Fabry-Pérot laser with saturable absorber

Xiao-hua Ma, Xingxing Guo, S. Xiang, 2022, Optica.

Neuromorphic Speech Recognition With Photonic Convolutional Spiking Neural Networks

Xingxing Guo, S. Xiang, Yahui Zhang, 2023, IEEE Journal of Selected Topics in Quantum Electronics.

Photonic integrated neuro-synaptic core for convolutional spiking neural network

Xingxing Guo, S. Xiang, Wanhua Zheng, 2023, Opto-Electronic Advances.

A Hybrid-Integrated Photonic Spiking Neural Network Framework Based on an MZI Array and VCSELs-SA

Xingxing Guo, S. Xiang, Yahui Zhang, 2022, IEEE Journal of Selected Topics in Quantum Electronics.

Polarization-resolved and polarization- multiplexed spike encoding properties in photonic neuron based on VCSEL-SA

Y. Hao, Xingxing Guo, S. Xiang, 2018, Scientific Reports.

All-optical neuromorphic XOR operation with inhibitory dynamics of a single photonic spiking neuron based on a VCSEL-SA.

Yue Hao, Shuiying Xiang, Zhenxing Ren, 2020, Optics letters.

Spike encoding and storage properties in mutually coupled vertical-cavity surface-emitting lasers subject to optical pulse injection.

Xinxing Guo, Yue Hao, Shuiying Xiang, 2018, Applied optics.

Enhanced memory capacity of a neuromorphic reservoir computing system based on a VCSEL with double optical feedbacks

Y. Hao, Xingxing Guo, S. Xiang, 2020, Science China Information Sciences.

Experimental demonstration of a photonic spiking neuron based on a DFB laser subject to side-mode optical pulse injection

Xingxing Guo, Yahui Zhang, Z. Song, 2024, Science China Information Sciences.

Full-function Pavlov associative learning photonic neural networks based on SOA and DFB-SA

Xingxing Guo, Yahui Zhang, Xiaojun Zhu, 2024, APL Photonics.

Hardware Implementation of Multi-Layer Photonic Spiking Neural Network With Three Cascaded Photonic Spiking Neurons

Xingxing Guo, S. Xiang, Yahui Zhang, 2023, Journal of Lightwave Technology.

A multi-layer photonic spiking neural network with a modified backpropagation algorithm for nonlinear classification

S. Xiang, Yahui Zhang, Yanan Han, 2023, Optics Communications.