教師個人簡歷
現職
國立中央大學
生醫理工學院認知神經科學研究所
副教授
國立中央大學
認知神經科學研究所
所長
專長
認知神經科學自適性資料分析 (Adaptive data analysis in cognitive neuroscience)
認知神經科學腦網路數學模型建立 (Modelling of brain networks)
腦磁與腦電的來源定位 (Source reconstruction of EEG/MEG)
專長簡述
認知神經科學自適性資料分析以及數學模型建立
最高學歷
國立中央大學
物理學系
博士
政府GRB研究專長領域
教育部學門領域
高教深耕計畫
-
學院競爭型計畫-認知神經科學研究所
1140101~1141231
-
學院競爭型計畫-認知神經科學研究所
1130101~1131231
[高教深耕計畫-教學創新與推動 ] -
運用先進自適性資料分析探討不同經顱磁刺激對憂鬱症療效的主要核心腦部機制
1110101~1111231
[難治型憂鬱症者、重覆經顱磁刺激(rTMS)、間歇性theta 叢集式重覆經顱磁刺激(iTBS)、靜息態腦波 , treatment-resistant depressive patients,repetitive transcranial magnetic stimulation(rTMS),intermittent theta burst stimulation(iTBS),resting state EEG]
捐(受)贈收入
-
提升學術相關措施-梁偉光
1120101~1121231
[認知神經、科學、學術會議, ] -
認知神經科學工作坊
1080101~9991231
國科會計畫統計
-
探討關於正念的神經電生理振盪機制:從自適性資料分析方法出發
1150801~1160731
-
探討關於正念的神經電生理振盪機制:從自適性資料分析方法出發
1140801~1150731
-
探討焦慮對認知功能影響的神經機制以及可行的個人化調節方法
1130801~1140731
[焦慮,執行功能,執行控制,認知控制,抑制控制,工作記憶,全息希爾伯特跨頻跨腦區相位耦合,全息希爾伯特頻譜,本質瞬時頻率熵,非侵入性腦刺激 , anxiety,cognitive control,executive control,cognitive functions,working memory,inhibitory control,Holo-Hilbert cross-frequency phase clustering,HHCFPC,Holo-Hilbert Spectral Analysis,HHSA,noninvasive brain stimulation,NIBS,intrinsic instantaneous frequency entropy,IIFE] -
以腦電波跨頻跨腦區相位耦合探究大腦的認知控制功能並預測非侵入性腦刺激參數
1120801~1130731
[執行功能,執行控制,認知控制,抑制控制,工作記憶,全息希爾伯特跨頻跨腦區相位耦合,全息希爾伯特頻譜,振幅調制,非侵入性腦刺激 , cognitive control,executive control,cognitive functions,working memory,inhibitory control,Holo-Hilbert cross-frequency phase clustering,HHCFPC,Holo-Hilbert Spectral Analysis,HHSA,noninvasive brain stimulation,NIBS] -
以腦電波跨頻跨腦區相位耦合探究大腦的認知控制功能並預測非侵入性腦刺激參數
1110801~1120731
[執行功能,執行控制,認知控制,抑制控制,工作記憶,全息希爾伯特跨頻跨腦區相位耦合,全息希爾伯特頻譜,振幅調制,非侵入性腦刺激 , cognitive control,executive control,cognitive functions,working memory,inhibitory control,Holo-Hilbert cross-frequency phase clustering,HHCFPC,Holo-Hilbert Spectral Analysis,HHSA,noninvasive brain stimulation,NIBS] -
禪定對認知功能腦網絡的調節作用
1100801~1111031
[禪定、注意力、執行控制、抑制控制、停止信號作業、注意力網絡測驗、視覺短期記憶、工作記憶、腦波、心電圖、多尺度熵、本質多尺度熵、心率變異、全息希爾伯特頻譜分析 , Meditation,attention,executive control,inhibitory control,stop-signal task,Attention Network Test,visual short-term memory (VSTM),working memory,EEG,EKG,heart rate variability (HRV),multiscale entropy (MSE),intrinsic multiscale entropy (iMSE),Holo-Hilbert spectral analysis (HHSA)] -
以全腦全息希爾伯特頻譜探討視覺工作記憶及其容量之個別差異的神經機
1080801~1090731
[工作記憶,工作記憶廣度作業,全息希爾伯特頻譜,振幅調制,腦功能成像辨識的 方法及系統 , working memory, working memory span task, Holo-Hilbert Spectral Analysis, HHSA, Dynamic EEG Projected Brain Tomographic Imager, deepBTGI] -
以全腦全息希爾伯特頻譜探討視覺工作記憶及其容量之個別差異的神經機
1070801~1080731
[工作記憶,工作記憶廣度作業,全息希爾伯特頻譜,振幅調制,腦功能成像辨識的 方法及系統 , working memory, working memory span task, Holo-Hilbert Spectral Analysis, HHSA, Dynamic EEG Projected Brain Tomographic Imager, deepBTGI] -
以全腦全息希爾伯特頻譜探討視覺工作記憶及其容量之個別差異的神經機
1060801~1070731
[工作記憶,工作記憶廣度作業,全息希爾伯特頻譜,振幅調制,腦功能成像辨識的 方法及系統 , working memory, working memory span task, Holo-Hilbert Spectral Analysis, HHSA, Dynamic EEG Projected Brain Tomographic Imager, deepBTGI] -
以全腦全息希爾伯特頻譜探討視覺工作記憶及其容量之個別差異的神經機制
1050801~1060731
[工作記憶,工作記憶廣度作業,全息希爾伯特頻譜,振幅調制,腦功能成像辨識的 方法及系統 , working memory, working memory span task, Holo-Hilbert Spectral Analysis, HHSA, Dynamic EEG Projected Brain Tomographic Imager, deepBTGI] -
禪定對前額葉相關的認知功能的影響:整合功能性磁振造影、腦電波與 心電圖探討禪定的認知神經機制
1050101~1051231
[襌定(meditation),注意力(attention),執行控制(executive control),抑制控制(inhibitory control), 停止信號作業(stop-signal task),注意力網絡測驗(Attention Network Test),視覺工作記憶(visual working memory),腦波(electroencephalography, EEG),心電圖 , Meditation, attention, inhibitory control, stop-signal task, Attention Network Test, visual working memory, Electroencephalography (EEG), Electrocardiography (EKG), functional magnetic resonance imaging (fMRI), heart rate variability (HRV),] -
禪定對前額葉相關的認知功能的影響:整合功能性磁振造影、腦電波與 心電圖探討禪定的認知神經機制
1040101~1041231
[襌定(meditation),注意力(attention),執行控制(executive control),抑制控制(inhibitory control), 停止信號作業(stop-signal task),注意力網絡測驗(Attention Network Test),視覺工作記憶(visual working memory),腦波(electroencephalography, EEG),心電圖 , Meditation, attention, inhibitory control, stop-signal task, Attention Network Test, visual working memory, Electroencephalography (EEG), Electrocardiography (EKG), functional magnetic resonance imaging (fMRI), heart rate variability (HRV),]
產學合作計畫統計
-
使用腦電波及 Holo-Hilbert Spectral Analys 適性數據分析方法探討帕金森氏症與腦中風之大腦神經機制
1050101~1061231
期刊著作
-
Beyond linear measures: Revealing hidden neural dynamics in sports and exercise cognition with non-linear EEG
Biological Psychology, 201, 2025-10-01
[ Brain function,Cognitive ability,Cross-frequency coupling,ERP,Holo-Hilbert spectral analysis,Multiscale entropy ] -
Quantifying consciousness through intrinsic probability density function
Biological Psychology, 200, 2025-09-01
[ Cognitive states,Conscious states,Consciousness,Dementia,EMD,Emperical Mode Decomposition,Intercortical communications,Intrinsic Probability Density Function,IPDF,Neural interactions,Neural modulations,Sleep ] -
Resolving transient neurophysiological signals and their interactions with adaptive time-frequency analysis
Biological Psychology, 200, 2025-09-01
[ Amplitude modulation,Empirical mode decomposition,HHSA,Instantaneous frequency,M/EEG,Neural oscillations,Nonlinear analysis ] -
Amplitude modulated gamma oscillations as electrophysiological markers for repetitive transcranial magnetic stimulation efficacy in treatment-resistant depression: a randomized sham-controlled study
International Journal of Clinical and Health Psychology, 25, 3, 2025-07-01
[ Amplitude modulation (AM),Gamma oscillations,Holo–Hilbert spectral analysis (HHSA),Repetitive transcranial magnetic stimulation (rTMS),Treatment-resistant depression (TRD) ] -
Quadriceps Strength and Temporal Preparation in Elderly Adults: The Mediating Role of Beta Oscillation
European Journal of Neuroscience, 61, 7, 2025-04-01
[ cognitive aging,foreperiod effect,muscle strength,neural oscillation,response preparation ] -
A Fast Screen System for Dementia Based on EEG Signals
Human Brain, 4, 1, 1-18, 2025-03-29
[ Fast screening for dementia,eHolo,eiMSE,eiPDF,Holo-Hilbert spectral analysis,Hilbert-Huang Transform ] -
Attentional dysfunction arises from right frontocentral and occipital network connectivity in Parkinson's disease
Neuroimage: Reports, 5, 1, 2025-03-01
[ Attentional network,Cross-frequency phase clustering,Electroencephalography,Parkinson's disease,Spectral analysis ] -
On the Reliability Index of the Holo-Hilbert Spectral Analysis.
Advances in Data Science and Adaptive Analysis, 17, 1/2, 2550004, 2025-01-01
[ Reliability index (RI),Holo-Hilbert spectral analysis (HHSA),eHolo ] -
Spatial prediction modulates the rhythm of attentional sampling
Cerebral Cortex, 34, 9, 2024-09-03
[ attentional sampling rhythm,Hhcfpc,Hhsa,spatial prediction,theta-alpha coupling ] -
Linking tonic and phasic pupil responses to P300 amplitude in an emotional face-word Stroop task
Psychophysiology, 61, 4, 2024-04-01
[ conflicting,event-related potentials,LC-P3 hypothesis,locus coeruleus,pupil dilation ] -
The association between working memory precision and the nonlinear dynamics of frontal and parieto-occipital EEG activity
Scientific Reports, 13, 1, 2023-12-01 -
Resting State Dynamics in People with Varying Degrees of Anxiety and Mindfulness: A Nonlinear and Nonstationary Perspective
Neuroscience, 519, 177-197, 2023-05-21
[ anxiety,holo-Hilbert cross-frequency phase clustering,holo-Hilbert spectral analysis,mindfulness,resting EEG ] -
Amplitude modulating frequency overrides carrier frequency in tACS-induced phosphene percept
Human Brain Mapping, 44, 3, 914-926, 2023-02-15
[ amplitude-modulated (AM) stimulation,Holo-Hilbert spectral analysis (HHSA),phosphene,transcranial alternating current stimulation (tACS),visual awareness ] -
A holo-spectral EEG analysis provides an early detection of cognitive decline and predicts the progression to Alzheimer’s disease
Frontiers in Aging Neuroscience, 15, 2023-01-01
[ amplitude modulation (AM),Holo-Hilbert spectral analysis (HHSA),machine learning,mild cognitive impairment (MCI),resting state EEG (rsEEG) ] -
Time-frequency analysis of pupil size modulated by global luminance, arousal, and saccade preparation signals using Hilbert-Huang transform
International Journal of Psychophysiology, 176, 89-99, 2022-06-01
[ Cognitive Neuroscience,Pupil dilation ] -
Evaluating the Different Stages of Parkinson’s Disease Using Electroencephalography With Holo-Hilbert Spectral Analysis
Frontiers in Aging Neuroscience, 14, 2022-05-10
[ depression,electroencephalography,Holo-Hilbert spectral analysis,machine learning,Parkinson’s disease ] -
Critical role of rhythms in prefrontal transcranial magnetic stimulation for depression: A randomized sham-controlled study
Human Brain Mapping, 43, 5, 1535-1547, 2022-04-01
[ Cognitive Neuroscience,Theta burst stimulation,Repetitive transcranial magnetic stimulation,Depression,Depression treatment ] -
Event-related components are structurally represented by intrinsic event-related potentials
Scientific Reports, 11, 1, 2021-12-01
[ Cognitive Neuroscience,Event-related potentials,Event-related modes,Empirical mode decomposition ] -
Within-cycle instantaneous frequency profiles report oscillatory waveform Dynamics
Journal of Neurophysiology, 126, 4, 1190-1208, 2021-10-01
[ Cognitive Neuroscience,Neuronal oscillations,Nonlinear dynamics ] -
Revealing the Dynamic Nature of Amplitude Modulated Neural Entrainment With Holo-Hilbert Spectral Analysis
Frontiers in Neuroscience, 15, 2021-08-05
[ cross-frequency coupling,Holo-Hilbert spectral analysis,phase-amplitude coupling,steady-state visual evoked potential,the dynamic visual entrainment ] -
Frontoparietal Beta Amplitude Modulation and its Interareal Cross-frequency Coupling in Visual Working Memory
Neuroscience, 460, 69-87, 2021-04-15
[ amplitude modulation,frontoparietal network,Holo-Hilbert spectral analysis,tDCS,visual working memory ] -
To Go or Not to Go: Degrees of Dynamic Inhibitory Control Revealed by the Function of Grip Force and Early Electrophysiological Indices
Frontiers in Human Neuroscience, 15, 2021-01-28
[ ERM,force,inhibitory control,LRP,partial response,selective stop-signal task ] -
Article dynamical eeg indices of progressive motor inhibition and error-monitoring
Brain Sciences, 11, 4, 2021-01-01
[ Error correction,Error monitoring,Force,Hilbert–Huang transform,Inhibitory control,Partial error,Selective stop signal task ] -
Neural correlates of cognitive processing capacity in elite soccer players
Biological Psychology, 157, 2020-11-01
[ Event-related potential,Neural oscillation,Sports expertise,Systems factorial technology,Workload capacity ] -
Exploring the impact of a brief mindfulness induction on motor inhibitory control
Experimental Results, 1, 2020-08-03
[ mindfulness,motor inhibition,preferred music,resting state,stop signal task ] -
Neurophysiological signatures of hand motor response to dual-transcranial direct current stimulation in subacute stroke: A TMS and MEG study
Journal of NeuroEngineering and Rehabilitation, 17, 1, 2020-06-11
[ Magnetoencephalography,Plasticity,Subacute stroke,Transcallosal inhibition,Transcranial direct current stimulation,Transcranial magnetic stimulation ] -
Differential Modulation of Brain Signal Variability During Cognitive Control in Athletes with Different Domains of Expertise
Neuroscience, 425, 267-279, 2020-01-15
[ Cognitive Neuroscience,Multiscale entropy,Sports science ] -
Unraveling nonlinear electrophysiologic processes in the human visual system with full dimension spectral analysis
Scientific Reports, 9, 1, 2019-12-01
[ Cognitive Neuroscience,Brain oscillations,Nonlinear data analysis ] -
Low delta and high alpha power are associated with better conflict control and working memory in high mindfulness, low anxiety individuals
Social Cognitive and Affective Neuroscience, 14, 6, 645-655, 2019-06-01
[ Anxiety,Conflict control,Mindfulness,Working memory ] -
Aerobic exercise modulates transfer and brain signal complexity following cognitive training
Biological Psychology, 144, 85-98, 2019-05-01
[ Cognitive Neuroscience,Electroencephalography,Brain signal complexity,Aerobic exercise ] -
Revealing the electrophysiological correlates of working memory-load effects in symmetry span task with HHT method
Frontiers in Psychology, 10, APR, 2019-01-01
[ Cognitive Neuroscience,Working memory,Hilbert-Huang Transform ] -
Human visual steady-state responses to amplitude-modulated flicker: Latency measurement
Journal of Vision, 19, 14, 1-17, 2019-01-01
[ Cognitive Neuroscience,Steady-state visually evoked potentials ] -
Indices of association between anxiety and mindfulness: A guide for future mindfulness studies
Personality Neuroscience, 2, 2019-01-01
[ anxiety,emotion regulation,Keywords: mindfulness,measurement indices,stress ] -
Meditation Effects on the Control of Involuntary Contingent Reorienting Revealed With Electroencephalographic and Behavioral Evidence
Frontiers in Integrative Neuroscience, 12, 2018-05-15
[ Cognitive Neuroscience,Meditation ] -
Better cognitive performance is associated with the combination of high trait mindfulness and low trait anxiety
Frontiers in Psychology, 9, MAY, 2018-05-03
[ Cognitive Neuroscience,Mindfulness,Anxiety ] -
Electrophysiological and behavioral evidence reveals the effects of trait anxiety on contingent attentional capture
Cognitive, Affective and Behavioral Neuroscience, 17, 5, 973-983, 2017-10-01
[ Contingent attentional capture,N2pc,Suppression,Trait anxiety ] -
The critical role of phase difference in gamma oscillation within the temporoparietal network for binding visual working memory
Scientific Reports, 6, 2016-08-30 -
Theta oscillation reveals the temporal involvement of different attentional networks in contingent reorienting
Frontiers in Human Neuroscience, 10, 2016-06-03
[ Attentional networks,Contingent reorienting,Inter-trial coherence,N2pc,Theta oscillation ] -
An improved method for measuring mismatch negativity using ensemble empirical mode decomposition
Journal of Neuroscience Methods, 264, 78-85, 2016-05-01
[ Ensemble empirical mode decomposition,Event-related mode,Event-related potential,Hilbert-huang transformation,Intrinsic mode function,Mismatch negativity ] -
On holo-hilbert spectral analysis: A full informational spectral representation for nonlinear and non-stationary data
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Empirical mode decomposition , Hilbert-Huang transform , Holo-Hilbert spectral analysis , Holo-Hilbert spectrum , Non-stationary , Nonlinear ] -
Frontal midline theta as a neurophysiological correlate for deficits of attentional orienting in children with developmental coordination disorder
Psychophysiology, 52, 6, 801-812, 2015-06-01
[ Attentional orienting,Developmental coordination disorder,Eye-gaze cueing paradigm,Neural oscillation ] -
The relationship between aerobic fitness and neural oscillations during visuo-spatial attention in young adults
Experimental Brain Research, 233, 4, 1069-1078, 2015-03-11
[ Attentional processing,Cardiorespiratory fitness,Oscillatory brain rhythms,Time–frequency analysis ] -
Modulation of brain oscillations during fundamental visuo-spatial processing: A comparison between female collegiate badminton players and sedentary controls
Psychology of Sport and Exercise, 16, P3, 121-129, 2015-03-01
[ Athletes,Neural oscillations,Visuo-spatial cognition ] -
Dissociated stimulus and response conflict effect in the Stroop task: Evidence from evoked brain potentials and brain oscillations
Biological Psychology, 104, 130-138, 2015-01-01
[ Cognitive control,ERP,LPC,N450,Neuronal oscillations,Stroop 2-1 mapping,Theta ] -
Dynamical change of signal complexity in the brain during inhibitory control processes
Entropy, 17, 10, 6834-6853, 2015-01-01
[ Adaptability , Complexity , EEG , Inhibitory control , MSE , Multiscale entropy , Stop signal ] -
The association of physical activity to neural adaptability during visuo-spatial processing in healthy elderly adults: A multiscale entropy analysis
Brain and Cognition, 92, 73-83, 2014-12-01
[ Exercise , Multiscale entropy , Older adults , Visuo-spatial processing ] -
The role of superior temporal sulcus in the control of irrelevant emotional face processing: A transcranial direct current stimulation study
Neuropsychologia, 64, 124-133, 2014-11-01
[ Emotion,Facial expressions,Frontal eye field,Saccade curvatures,Saccade latency,Superior temporal sulcus,TDCS ] -
Revealing the brain's adaptability and the transcranial direct current stimulation facilitating effect in inhibitory control by multiscale entropy
NeuroImage, 90, 218-234, 2014-04-15 -
Transcranial direct current stimulation over right posterior parietal cortex changes prestimulus alpha oscillation in visual short-term memory task
, 98, 306-313, 2014-01-01 -
The dorsal attentional system in oculomotor learning of predictive information
Frontiers in Human Neuroscience, JUL, 2013-07-09
[ Eye Movements,Predictability ] -
The neural development of response inhibition in 5- and 6-year-old preschoolers: An ERP and EEG study
, 38, 5, 301-316, 2013-07-01 -
Right temporoparietal junction and attentional reorienting
Human Brain Mapping, 34, 4, 869-877, 2013-04-01
[ Attentional reorienting,Temporoparietal junction,TMS,Ventral attentional network ] -
Modulation of motor control in saccadic behaviors by TMS over the posterior parietal cortex
Journal of Neurophysiology, 108, 3, 741-752, 2012-08-01
[ Eye movements,Right posterior parietal cortex,Saccade curvature,Stochastic optimal feedback control theory,Transcranial magnetic stimulation ] -
Unleashing potential: Transcranial direct current stimulation over the right posterior parietal cortex improves change detection in low-performing individuals
, 32, 31, 10554-10561, 2012-08-01 -
The location probability effects of saccade reaction times are modulated in the frontal eye fields but not in the supplementary eye field
, 21, 6, 1416-1425, 2011-06-01
[ FEF , location probability , saccadic reaction time , theta burst TMS ] -
Source reconstruction of brain electromagnetic fields - Source iteration of minimum norm (SIMN)
, 47, 4, 1301-1311, 2009-10-01
[ EEG , MEG , Minimum norm pseudoinverse , Source iteration ] -
Comment on "repeated measurements in stochastic mechanics"
, 48, 4, 1875-1877, 1993-01-01
研討會著作
-
A 10-Hz background flicker improves visual discrimination performance through oscillatory entrainments
2025-03-21
[ visual, 10-Hz, oscillatory entrainment ] -
Electrophysiological Biomarkers of repetitive transcranial magnetic stimulation in Treatment-Resistant Depression
2025-03-21
[ Depression, r-TMS, biomarker, EEG ] -
Examining the Impact of Transcranial Magnetic Stimulation Intensity on Instantaneous Brain Communication with Dynamical EEG Analysis
2025-01-11
[ Transcranial Magnetic Stimulation, TMS, EEG ] -
Assessing cognitive function and physiological adaptability in a VR-based high stress system
2025-01-11
[ VR, high stress, physiological adaptability, cognitive function ] -
Attentional dysfunction arises from right frontocentral and occipital network connectivity in Parkinson’s disease
2024-11-22
[ Parkinson’s disease, Attention, occipital, right frontocentral ] -
Dynamic brain rhythms: from Visual Cognitions to Neuropsychiatric Disorders
2024-03-30
[ Visual Cognitions,Neuropsychiatric Disorders,Dynamic brain rhythms,rhythms ] -
Attenuated amplitude modulation (AM) power of alpha and beta oscillations in rsEEG predicts progression in patients with mild cognitive impairment
2023-10-15
[ resting state EEG,rsEEG,amplitude modulation,neural oscillation,mild cognitive impairment,MCI ] -
An intrinsic high-temporal-resolution representation for inter-areal theta-gamma couplings in visual working memory
1, 2023-08-23
[ Cognitive Neuroscience,Working Memory,Brain Connectivity ] -
EEG connectivity indexes of prefrontal TMS effect in treatment-resistant depressed patients
2023-07-07
[ EEG connectivity,Holo-Hilbert cross-frequency phase clustering (HHCFPC),intermittent theta burst stimulation (iTBS),repetitive transcranial magnetic stimulation (rTMS),treatment-resistant depression (TRD) ] -
Gamma-related EEG connectivity indexes for variant TMS treatment efficacy in Treatment-Resistant Depressed patients
2022-09-03
[ brain connectivity,Holo-Hilbert cross-frequency phase clustering (HHCFPC),intermittent theta burst stimulation (iTBS),repetitive transcranial magnetic stimulation (rTMS),treatment-resistant depression (TRD) ] -
Resting state brain oscillatory dynamics in people with varying degree of anxiety and mindfulness
1, 2022-09-02
[ Cognitive Neuroscience,Resting EEG,Mindfulness,Anxiety ] -
The entrainment effects of TMS treatment in Treatment-Resistant Depressed patients revealed by Holo-Hilbert Spectral Analysis
2021-01-30
[ treatment-resistant depression,entrainment,Holo-Hilbert Spectral Analysis (HHSA) ]
校外榮譽
- 110 [科技部] 2021年未來科技獎
校內獲獎
- 115 研究傑出獎
- 114 研究傑出獎
- 113 研究傑出獎
- 113 傑出論文貢獻獎
- 112 傑出論文貢獻獎
- 111 研究傑出獎
- 108 研究傑出獎
- 107 新聘傑出獎(舊制)
- 106 新聘傑出獎(舊制)
- 105 新聘傑出獎(舊制)
- 104 新進教師補助
- 頭顱電刺激的系統及方法 [中華民國]
國立中央大學