李海锋

2026

The theoretical guarantee of selectable step-lengths for PHT algorithm

Discrete and Continuous Dynamical Systems - S

DOI

2026

New restricted isometry property analysis for $$\ell _{p}-\ell _{q}$$ minimization

Japan Journal of Industrial and Applied Mathematics

DOI

2026

An unsupervised open-set recognition method for user-independent human activity recognition

Neurocomputing

DOI

2026

ScaleSpecter: a frequency-aware multi-scale patch framework for robust physiological classification under non-stationarity

Frontiers in Human Neuroscience

DOI

2026

Interpretable dual-layer state space net for capturing fine-grained temporal features in EEG-based motor imagery BCIs

Biomedical Signal Processing and Control

DOI

2026

Leveraging Visual Blur Perception Characteristics for EEG Decoding

AAAI Conference on Artificial Intelligence

DOI

2025

Improved RIP-based bounds performance guarantee for sparse signal recovery via Lorentzian iterative hard thresholding

Signal Processing

DOI

2025

Binary sparse signal recovery with binary least squares

Journal of Inverse and Ill-Posed Problems

DOI

2025

The Analysis of Block Joint Sparse Recovery Using Block Signal Space Matching Pursuit

Acta Mathematica Sinica English Series

DOI

2025

Multiple orthogonal least squares detector for generalized spatial modulation

International Journal of Wavelets Multiresolution and Information Processing

DOI

2025

An improved theoretical analysis of convolutional sparse coding using stripe coherence

Journal of Computational and Applied Mathematics

DOI

2025

New Restricted Isometry Property Analysis for $\ell_{1}$-$\alpha\ell_{2}$ Minimization

IEEE Transactions on Signal Processing

DOI

2025

Modeling the evolution dynamics to enhance micro-expression recognition

Frontiers of Computer Science

DOI

2025

Synthesizing intelligible utterances from EEG of imagined speech

Frontiers in Neuroscience

DOI

2025

Adaptive EEG preprocessing to mitigate electrode shift variability for robust motor imagery classification

Scientific Reports

DOI

2025

Real-Time Feedback-Based Motor Imagery EEG Acquisition Method Using Brain Foundation Model

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

Efficient Neural Network Classification of Parkinson’s Disease and Schizophrenia Using Resting-State EEG Data

Brain Topography

DOI

2025

MIBM: Interpreting EEGNet via MODET-Based Interaction Backtracking Method

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

Research of Decoding Cognitive Processes Based on Multimodal Brain Signal Fusion

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

A New Analysis for Support Recovery of OLS and OMP with Partial Support Information

Circuits Systems and Signal Processing

DOI

2024

Theoretical analysis of GOMP based on RIP and ROC

Japan Journal of Industrial and Applied Mathematics

DOI

2024

Theoretical analysis for support recovery with $ \frac{\ell_{1}}{\ell_{p}} $ based on mutual coherence

Discrete and Continuous Dynamical Systems - S

DOI

2024

Emotion recognition based on microstate analysis from temporal and spatial patterns of electroencephalogram

Frontiers in Neuroscience

DOI

2024

Enhancing Micro-Expression Analysis Performance by Effectively Addressing Data Imbalance

ACM Multimedia

DOI

2024

Graph Network Modeling of Brain Connectivity: An Exploration of Word and Object Recognition Tasks

International Conference on the Software Process

DOI

2024

Exploring the Neural Dynamics in Temporal Lobe Epilepsy: A Study using Transformer and Hidden Markov Models

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

A Study of Prototypical Network Techniques for Cross-Subject EEG Analysis

European Conference on Artificial Intelligence

DOI

2024

A novel capsule network based on Multi-Order Descartes Extension Transformation

Neurocomputing

DOI

2024

fNIRS emotion recognition method based on multi-scale fusion features

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Multi-source Unsupervised Domain Adaptation for Micro-expression Recognition

International Conference on the Software Process

DOI

2024

Adaptively Optimized Masking EMD for Separating Intrinsic Oscillatory Modes of Nonstationary Signals

IEEE Signal Processing Letters

DOI

2024

A general dual-pathway network for EEG denoising

Frontiers in Neuroscience

DOI

2024

A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals

Frontiers Comput. Neurosci.

DOI

2024

Multimodal Brain Signal Analysis with State-Space Modeling: A Study on Working Memory

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals

Neural Information Processing Systems

DOI

2024

MCAHNN: Multi-Channel EEG Emotion Recognition Using Attention Mechanism Based on Householder Reflection

European Conference on Artificial Intelligence

DOI

2023

Binary generalized orthogonal matching pursuit

Japan Journal of Industrial and Applied Mathematics

DOI

2023

Concentration or distraction? A synergetic-based attention weights optimization method

Complex & Intelligent Systems

DOI

2023

Micro-Expression Spotting Method Based on AU Prototype

European Conference on Artificial Intelligence

DOI

2023

Modern synergetic neural network for imbalanced small data classification

Scientific Reports

DOI

2022

An improved RIP based condition for support recovery with NR-A⋆OMP in the presence of general perturbation

Digital Signal Processing

DOI

2022

Analysis of Non-negative Block Orthogonal Matching Pursuit

Wireless Personal Communications

DOI

2022

A New Sufficient Condition for Sparse Recovery with Multiple Orthogonal Least Squares

Acta Mathematica Scientia

DOI

2022

The analysis of completely perturbed model based on RIP via orthogonal least squares

IET Signal Processing

DOI

2022

Emotion Recognition Based on Representation Dissimilarity Matrix

2022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

DOI

2022

Micro-expression spotting based on optical flow features

Pattern Recognition Letters

DOI

2021

Nearly optimal number of iterations for sparse signal recovery with orthogonal multi-matching pursuit *

Inverse Problems

DOI

2021

Binary sparse signal recovery with binary matching pursuit *

Inverse Problems

DOI

2021

Analysis of the modified multiple OLS (mbm$^2$OLS) algorithm for sparse signal recovery with noise

Scientia Sinica Mathematica

DOI

2021

Dual-Threshold-Based Microstate Analysis on Characterizing Temporal Dynamics of Affective Process and Emotion Recognition From EEG Signals

Frontiers in Neuroscience

DOI

2021

MODENN: A Shallow Broad Neural Network Model Based on Multi-Order Descartes Expansion

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Long-Term EEG Component Analysis Method Based on Lasso Regression

Algorithms

DOI

2021

Music Emotion Recognition through Sparse Canonical Correlation Analysis

Conference on Multimedia Information Processing and Retrieval

DOI

2021

Improving Emotion Analysis for Speech-Induced EEGs Through EEMD-HHT-Based Feature Extraction and Electrode Selection

Int. J. Multim. Data Eng. Manag.

DOI

2020

RIP based condition for support recovery with A* OMP in the presence of noise

IET Signal Processing

DOI

2020

An EEG Feature Extraction Method Based on Sparse Dictionary Self-Organizing Map for Event-Related Potential Recognition

Algorithms

DOI

2020

Common Cross-Spectral Patterns of Electroencephalography for Reliable Cognitive Task Identification

IEEE Access

DOI

2020

Brain Cognition of Musical Features Based on Automatic Acoustic Event Detection

Conference on Multimedia Information Processing and Retrieval

DOI

2020

Application of EEMD-HHT Method on EEG Analysis for Speech Evoked Emotion Recognition

Conference on Multimedia Information Processing and Retrieval

DOI

2019

On the Fundamental Limit of Orthogonal Matching Pursuit for Multiple Measurement Vector

IEEE Access

DOI

2019

Speech Emotion Recognition Using Multi-granularity Feature Fusion Through Auditory Cognitive Mechanism

ICCC

DOI

2019

A Best Detecting Synchrony Method in Audio STROOP EEG Based on Wavelet Coherence

ICCC

DOI

2018

Improved RIP‐based performance guarantee for sparse signal recovery via A*OMP

Electronics Letters

DOI

2018

Total Variation Denoising With Non-Convex Regularizers

IEEE Access

DOI

2018

A New Analysis for Support Recovery With Block Orthogonal Matching Pursuit

IEEE Signal Processing Letters

DOI

2018

Sufficient condition for exact support recovery of sparse signals through greedy block coordinate descent

IET Signal Processing

DOI

2018

On the Fundamental Limit of Multipath Matching Pursuit

IEEE Journal of Selected Topics in Signal Processing

DOI

2018

Improving the bound on the restricted isometry property constant in multiple orthogonal least squares

IET Signal Processing

DOI

2018

An Improved Analysis for Support Recovery With Orthogonal Matching Pursuit Under General Perturbations

IEEE Access

DOI

2018

Split Bregman Algorithm for Structured Sparse Reconstruction

IEEE Access

DOI

2018

Music-evoked emotion recognition based on cognitive principles inspired EEG temporal and spectral features

International Journal of Machine Learning and Cybernetics

DOI

2017

An improved RIP-based performance guarantee for sparse signal recovery via simultaneous orthogonal matching pursuit

Signal Processing

DOI

2017

Perturbation analysis of signal space fast iterative hard thresholding with redundant dictionaries

IET Signal Processing

DOI

2017

Support Recovery of Greedy Block Coordinate Descent Using the Near Orthogonality Property

Mathematical Problems in Engineering

DOI

2017

Music-evoked emotion classification using EEG correlation-based information

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2017

Intelligibility Evaluation of Pathological Speech through Multigranularity Feature Extraction and Optimization

Comput. Math. Methods Medicine

DOI

2017

The research of constructing dynamic cognition model based on brain network

Saudi Journal of Biological Sciences

DOI

2016

Improved analysis of SP and CoSaMP under total perturbations

EURASIP Journal on Advances in Signal Processing

DOI

2016

The Weighted L 2,1 Minimization for Partially Known Support

Wireless Personal Communications

DOI

2016

EEG Brain Functional Connectivity Dynamic Evolution Model: A Study via Wavelet Coherence

International Conference on Advances in Brain Inspired Cognitive Systems

DOI

2016

Biological Computation Indexes of Brain Oscillations in Unattended Facial Expression Processing Based on Event-Related Synchronization/Desynchronization

Comput. Math. Methods Medicine

DOI

2016

聴覚チャネル音声衝突大脳皮質電位の聴覚認知制御特徴抽出方法【JST・京大機械翻訳】

2016

Time-Course EEG Spectrum Evidence for Music Key Perception and Emotional Effects

International Conference on Advances in Brain Inspired Cognitive Systems

DOI

2016

Multi-Granularity Feature Extraction and Optimization for Pathological Speech Intelligibility Evaluation

2015

Block MMV for the reconstruction of multiband signals

Chinese Control Conference (CCC)

DOI

2015

Improved analysis of greedy block coordinate descent under RIP

Electronics Letters

DOI

2015

CSP Based Extraction and F-Score Based Optimization of Time-Frequency Power Features for EEG Mental Task Classification

International Conference on Instrumentation and Measurement, Computer, Communication and Control

DOI

2015

The Complex Pre-Execution Stage of Auditory Cognitive Control: ERPs Evidence from Stroop Tasks

PLoS ONE

DOI

2015

Semantic-Physically Conflicting Speech Perception and Human Cognitive Principle Inspired ASR System Design

International Conference on Instrumentation and Measurement, Computer, Communication and Control

DOI

2015

Teager Mel and PLP Fusion Feature Based Speech Emotion Recognition

International Conference on Instrumentation and Measurement, Computer, Communication and Control

DOI

2015

An improved ART2 neural network: Resisting pattern drifting through generalized similarity and confidence measures

Neurocomputing

DOI

2015

Brain oscillations mechanism for cognitive control process

DOI

2015

An ICA/HHT Hybrid Approach for Automatic Ocular Artifact Correction

International journal of pattern recognition and artificial intelligence

DOI

2014

Recoverability analysis of block-sparse representation

Journal Of Systems Engineering And Electronics，Vol. 25, No. 3

DOI

2014

压缩感知恢复算法及应用研究

《华南理工大学》

2014

Automatic brain cognitive control detection method

IoT

DOI

2014

Induced Event-Related Coherence Measures during Auditory Change Detection

International Conference on Medical Biometrics

DOI

2014

An intrinsic mode function basis dictionary for auditory signal processing

International Conferences on Audio, Language and Image Processing

DOI

2014

A Constant Q Transform based approach for robust EEG spectral analysis

International Conferences on Audio, Language and Image Processing

DOI

2014

Delta and beta EEG oscillation relevant to change detection of visual color under unintentional condition

IEEE International Conference on Progress in Informatics and Computing

DOI

2013

EEG Signal Classification Using the Event-Related Coherence and Genetic Algorithm

International Conference on Advances in Brain Inspired Cognitive Systems

DOI

2013

An Effective Real-Time Audio Segmentation Method Based on Time-Frequency Energy Analysis

2013 Third International Conference on Instrumentation, Measurement, Computer, Communication and Control

DOI

2013

Active learning for dimensional speech emotion recognition

Interspeech

DOI

2013

Nonlinear dynamic analysis of pathological voices

International Conference on Intelligent Computing

DOI

2013

Mixed Models Based Pronunciation Evaluation of Mandarin Tone

J. Multim.

DOI

2013

A Real Signal Model-Based Method for Processing Boundary Effect in Empirical Mode Decomposition

2013 Third International Conference on Instrumentation, Measurement, Computer, Communication and Control

DOI

2012

Pronunciation Quality Scoring for Single Syllable Word in PSC

DOI

2012

Research of pattern recognition based on the local structure topological relationship modeling

International Conferences on Audio, Language and Image Processing

DOI

2012

Auditory Content Analysis Based Digital Media Information Compression

2012

Speech Emotion Recognition based on Optimized Support Vector Machine

Journal of Software

DOI

2012

HHT based long term feature extracting method for speech emotion classification

International Conferences on Audio, Language and Image Processing

DOI

2012

An adaptive unsupervised clustering of pronunciation errors for automatic pronunciation error detection

International Conference on Pattern Recognition

2012

Automatic Pronunciation Error Detection Based on Extended Pronunciation Space Using the Unsupervised Clustering of Pronunciation Errors

Interspeech

DOI

2012

Preserving actual dynamic trend of emotion in dimensional speech emotion recognition

International Conference on Multimodal Interaction

DOI

2011

A Mobile Learning System for learning Mandarin Pronunciation

Proceedings of 2011 International Conference on Computer Science and Network Technology

DOI

2011

A music key detection method based on pitch class distribution theory

Int. J. Knowl. Based Intell. Eng. Syst.

DOI

2011

Estimating Continuous-Valued Emotion of Real-life Speech

DOI

2010

Music genre classification based on MPEG-7 audio features

International Conference on Internet Multimedia Computing and Service

DOI

2010

Computationally efficient audio segmentation through a multi-stage BIC approach

International Congress on Image and Signal Processing

DOI

2010

Visualized Feature Fusion and Style Evaluation for Musical Genre Analysis

2010 First International Conference on Pervasive Computing, Signal Processing and Applications

DOI

2010

Audio-based digital multimedia content analysis and its visualization

2010

Digital media information compression through auditory content analysis

International Conference on Internet Multimedia Computing and Service

DOI

2009

Key detection through pitch class distribution model and ANN

International Conference on Digital Signal Processing

DOI