Huihui Zhou

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence

Wei Fang, Yanqi Chen, Jianhao Ding et al. · Science Advances · 2023 · 302 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +22

A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification

Jin Xie, J. X. Zhang, Jiayao Sun et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 255 citations · Full text

Engineering, Attention, Social Sciences +17

EEG Classification with Transformer-Based Models

Jiayao Sun, Jin Xie, Huihui Zhou · 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech) · 2021 · 78 citations

Convolutional Neural Network, Engineering, Neurolinguistics +17

A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning under Concept-drift Environment

Wendong Zheng, Putian Zhao, Gang Chen et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 30 citations

Recurrent Neural Network, Surrogate Gradient, Machine Learning +15

SiBrain: A Sparse Spatio-Temporal Parallel Neuromorphic Architecture for Accelerating Spiking Convolution Neural Networks With Low Latency

Yuehai Chen, Wujian Ye, Yijun Liu et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2024 · 12 citations