Tao Zhang

Orcid: 0000-0002-6614-8804

Affiliations:
  • Jilin University, College of Communication Engineering, Changchun, China (PhD 2019)


According to our database1, Tao Zhang authored at least 21 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Initiative, Immersive Human-Computer Interactions: Software-Defined Memristive Neural Networks for Nonlinear Heterogeneous Scheme in Internet of Brains.
IEEE Internet Things J., April, 2024

Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network.
Digit. Signal Process., January, 2024

2023
EEG emotion recognition using attention-based convolutional transformer neural network.
Biomed. Signal Process. Control., July, 2023

2022
Heterogeneous Multi-Agent System for Brain-Computer Interaction in Routing and Forwarding With Memristive Neuron Networks.
IEEE Trans. Parallel Distributed Syst., 2022

Motor imagery EEG classification algorithm based on improved lightweight feature fusion network.
Biomed. Signal Process. Control., 2022

2021
Assessing multi-layered nonlinear characteristics of ECG/EEG signal via adaptive kernel density estimation-based hierarchical entropies.
Biomed. Signal Process. Control., 2021

Subbands and cumulative sum of subbands based nonlinear features enhance the performance of epileptic seizure detection.
Biomed. Signal Process. Control., 2021

Synchroextracting chirplet transform-based epileptic seizures detection using EEG.
Biomed. Signal Process. Control., 2021

2020
Ensemble deep learning for automated visual classification using EEG signals.
Pattern Recognit., 2020

Decoding human brain activity with deep learning.
Biomed. Signal Process. Control., 2020

Motor imagery EEG classification based on flexible analytic wavelet transform.
Biomed. Signal Process. Control., 2020

Automatic focal and non-focal EEG detection using entropy-based features from flexible analytic wavelet transform.
Biomed. Signal Process. Control., 2020

Developing multi-component dictionary-based sparse representation for automatic detection of epileptic EEG spikes.
Biomed. Signal Process. Control., 2020

Classification Epileptic Seizures in EEG Using Time-Frequency Image and Block Texture Features.
IEEE Access, 2020

2019
FuzzyEn-based features in FrFT-WPT domain for epileptic seizure detection.
Neural Comput. Appl., 2019

Classification of inter-ictal and ictal EEGs using multi-basis MODWPT, dimensionality reduction algorithms and LS-SVM: A comparative study.
Biomed. Signal Process. Control., 2019

2018
Fuzzy distribution entropy and its application in automated seizure detection technique.
Biomed. Signal Process. Control., 2018

A novel seizure diagnostic model based on kernel density estimation and least squares support vector machine.
Biomed. Signal Process. Control., 2018

2017
AR based quadratic feature extraction in the VMD domain for the automated seizure detection of EEG using random forest classifier.
Biomed. Signal Process. Control., 2017

Automatic epileptic EEG detection using DT-CWT-based non-linear features.
Biomed. Signal Process. Control., 2017

Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble.
Biomed. Signal Process. Control., 2017


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