Zhenxi Song

According to our database, Zhenxi Song authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation.

Jiaqi Wang, Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhenxi Song, Min Zhang, Zhengyu Ma, Zhiguo Zhang

CoRR, 2024

BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation.

Jilong Li, Zhenxi Song, Jiaqi Wang, Min Zhang, Zhiguo Zhang

CoRR, 2024

Semantic-Guided Multimodal Sentiment Decoding with Adversarial Temporal-Invariant Learning.

Guoyang Xu, Junqi Xue, Yuxin Liu, Zirui Wang, Min Zhang, Zhenxi Song, Zhiguo Zhang

CoRR, 2024

AFBT GAN: enhanced explainability and diagnostic performance for cognitive decline by counterfactual generative adversarial network.

Xiongri Shen, Zhenxi Song, Zhiguo Zhang

CoRR, 2024

HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis.

Xiongri Shen, Zhenxi Song, Linling Li, Min Zhang, Lingyan Liang, Honghai Liu, Demao Deng, Zhiguo Zhang

CoRR, 2024

EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations.

Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

GCAN: Generative Counterfactual Attention-Guided Network for Explainable Cognitive Decline Diagnostics Based on fMRI Functional Connectivity.

Xiongri Shen, Zhenxi Song, Zhiguo Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG.

Ruihan Qin, Zhenxi Song, Huixia Ren, Zian Pei, Lin Zhu, Xue Shi, Yi Guo, Honghai Liu, Min Zhang, Zhiguo Zhang

Proceedings of the IEEE International Conference on Acoustics, 2024

Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder.

Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease.

Chunguang Chu, Zhen Zhang, Zhenxi Song, Zifan Xu, Jiang Wang, Fei Wang, Wei Liu, Liying Lu, Chen Liu, Xiaodong Zhu, Chris Fietkiewicz, Kenneth A. Loparo

IEEE J. Biomed. Health Informatics, March, 2023

Disambiguation of Cognitive Impairment Diagnosis with EEG-Based Dual-Contrastive Learning.

Zhenxi Song, Zian Pei, Huixia Ren, Lin Zhu, Yi Guo, Zhiguo Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

2020

Supervised Network-Based Fuzzy Learning of EEG Signals for Alzheimer's Disease Identification.

Haitao Yu, Xinyu Lei, Zhenxi Song, Chen Liu, Jiang Wang

IEEE Trans. Fuzzy Syst., 2020

2019

Biomarkers for Alzheimer's Disease Defined by a Novel Brain Functional Network Measure.

Zhenxi Song, Bin Deng, Jiang Wang, Ruofan Wang

IEEE Trans. Biomed. Eng., 2019