Zhenxing Ren

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

Shuiying Xiang, Zhenxing Ren, Ziwei Song et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 99 citations

Supervised Learning Algorithm, Photonics, Engineering +14

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

Shuiying Xiang, Zhenxing Ren, Yahui Zhang et al. · Optics Letters · 2020 · 75 citations

Photonics, Single Photonic, Engineering +15

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

Shuiying Xiang, Yanan Han, Ziwei Song et al. · Journal of Semiconductors · 2021 · 73 citations

Engineering, Neural Network, Optoelectronic Devices +26

Spike Sequence Learning in a Photonic Spiking Neural Network Consisting of VCSELs-SA With Supervised Training

Ziwei Song, Shuiying Xiang, Zhenxing Ren et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2020 · 41 citations

Photonics, Engineering, Computational Neuroscience +14

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

Shuiying Xiang, Zhenxing Ren, Yahui Zhang et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2020 · 41 citations

Engineering, Neural Network, Learning Algorithm +17