Search Results for author: Haiou Zhang

Found 5 papers, 1 papers with code

Dual adaptive training of photonic neural networks

1 code implementation9 Dec 2022 Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin

Photonic neural network (PNN) is a remarkable analog artificial intelligence (AI) accelerator that computes with photons instead of electrons to feature low latency, high energy efficiency, and high parallelism.

Image Classification

EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units

no code implementations9 Dec 2022 Tao Yan, Maoqi Zhang, Sen Wan, Kaifeng Shang, Haiou Zhang, Xun Cao, Xing Lin, Qionghai Dai

Here, we propose the EEG opto-processor based on diffractive photonic computing units (DPUs) to effectively process the extracranial and intracranial EEG signals and perform epileptic seizure detection.

Brain Computer Interface Edge-computing +2

Optical Neural Ordinary Differential Equations

no code implementations26 Sep 2022 Yun Zhao, Hang Chen, Min Lin, Haiou Zhang, Tao Yan, Xing Lin, Ruqi Huang, Qionghai Dai

Increasing the layer number of on-chip photonic neural networks (PNNs) is essential to improve its model performance.

Image Classification Trajectory Prediction

Multi-Perspective Fusion Network for Commonsense Reading Comprehension

no code implementations8 Jan 2019 Chunhua Liu, Yan Zhao, Qingyi Si, Haiou Zhang, Bohan Li, Dong Yu

From the experimental results, we can conclude that the difference fusion is comparable with union fusion, and the similarity fusion needs to be activated by the union fusion.

Reading Comprehension

DEMN: Distilled-Exposition Enhanced Matching Network for Story Comprehension

no code implementations PACLIC 2018 Chunhua Liu, Haiou Zhang, Shan Jiang, Dong Yu

We divide a complete story into three narrative segments: an \textit{exposition}, a \textit{climax}, and an \textit{ending}.

Cloze Test

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