普適 A I 服務:數位轉型趨勢下的智慧型代理人(II) (2/2) 1131101~1141031
[人工智慧;智慧型代理人;數位轉型;智慧服務;機器學習;遷移學習;元學習;小樣本學習;持續學習
,
AI, Intelligent Agent, Digital Transformation, Smart Service, Machine Learning, Transfer Learning, Meta Learning, Few-shot Learning, Continuous Learning]
補助任務導向型團隊赴國外研習-2024(龍門計畫)-高頻時間干涉經顱交流電刺激開發計畫 (1/2) 1130901~1150831
[穿顱電流刺激、腦電波、腦機介面
,
Transcranial electric current stimulation, electroencephalography, brain computer interface]
控制學門研究發展及推動規劃小組計畫 1130101~1131231
[控制學門研究發展,智慧控制系統, 成果推廣, 人才資料庫
,
Research Development of Control Division, Intelligence control Systems, Research achievement Promotion, Talent database]
控制學門研究發展及推動規劃小組計畫 1120101~1121231
[控制學門研究發展,智慧控制系統, 成果推廣, 人才資料庫
,
Research Development of Control Division, Intelligence control Systems, Research achievement Promotion, Talent database]
控制學門研究發展及推動規劃小組計畫 1110101~1111231
[控制學門研究發展,智慧控制系統, 成果推廣, 人才資料庫
,
Research Development of Control Division, Intelligence control Systems, Research achievement Promotion, Talent database]
MicroRNAs modulate CaMKIIα/SIRT1 signaling pathway as a biomarker of cognitive ability in adolescents
Brain, Behavior, and Immunity - Health,
44,
2025-03-01
[
Adolescents,CaMKIIα/SIRT1 signaling pathway,Cognitive ability,miRNA,NF-kB
]
A High-Frequency Temporal-Interference Alternative Current Stimulation Device Using Pulse Amplitude Modulation with Push–Pull Current Sources
Bioengineering,
12,
2,
2025-02-01
[
alternating current stimulation,PAM-TI,pulse amplitude-modulation,push–pull circuit,temporal interference,TI
]
Noninvasive Reflective Optical Blood Glucose Measurement System Based on Red/Green and Infrared/Green Light Amplitude Ratios
IEEE Sensors Journal,
25,
20,
38869-38878,
2025-01-01
[
Blood glucose,diabetes,multiwavelength photoplethysmography (PPG)
]
The Brainwave Interaction of Dual-Person Collaborative Tasks in a Virtual Reality Environmental Game
IEEE Access,
13,
178228-178242,
2025-01-01
[
cognitive alignment,electroencephalography (EEG),Inter-brain synchronization,leader–follower dynamics
]
Development of Wearable Pulsed Electromagnetic Field Device and Its Application to Autonomic Nervous System Regulation
IEEE Sensors Journal,
24,
12,
19921-19933,
2024-06-15
[
Autonomic nervous system (ANS),heart-rate variability,pulsed electromagnetic field (PEMF),wearable device
]
Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial
Journal of NeuroEngineering and Rehabilitation,
20,
1,
2023-12-01
[
Dual,Functional connectivity,Motor,Neuroplasticity,Stroke,tDCS,Upper extremity
]
A Noninvasive Blood Glucose Estimation System Using Dual-Channel PPGs and Pulse-Arrival Velocity
IEEE Sensors Journal,
23,
19,
23570-23582,
2023-10-01
[
Blood glucose,dual-channel photoplethysmography (PPG),pulse arrival velocity (PAV)
]
Continual Learning of a Transformer-Based Deep Learning Classifier Using an Initial Model from Action Observation EEG Data to Online Motor Imagery Classification
Bioengineering,
10,
2,
2023-02-01
[
action observation,brain computer interface,electroencephalography (EEG),motor imagery,transformer network
]
Common Spatial Pattern and Riemannian Manifold-Based Real-Time Multiclass Motor Imagery EEG Classification
IEEE Access,
11,
139457-139465,
2023-01-01
[
common spatial pattern,Electroencephalograph,filter banks,motor imagery,Riemannian tangent space,support vector machine
]
Less Parameterization Inception-Based End to End CNN Model for EEG Seizure Detection
IEEE Access,
11,
49172-49182,
2023-01-01
[
Convolutional neural networks,electroencephalography,end-to-end model,epilepsy,seizure detection
]
Evaluating the performance of machine learning models for automatic diagnosis of patients with schizophrenia based on a single site dataset of 440 participants
European Psychiatry,
65,
1,
2022-12-23
Intracranial Monitoring to Verify Novel Transcranial Electric Stimulation in an Epileptic Swine Model
Electronics (Switzerland),
11,
14,
2022-07-01
The Full Informational Spectral Analysis for Auditory Steady-State Responses in Human Brain Using the Combination of Canonical Correlation Analysis and Holo-Hilbert Spectral Analysis
Journal of Clinical medicine,
11,
13,
2022-07-01
[
auditory steady-state response (ASSR),canonical correlation analysis (CCA),electroencephalography (EEG),Holo-Hilbert spectral analysis (HHSA)
]
Study of heart-rate variability in a video task using Holo-Hilbert spectral analysis
Biomedical Signal Processing and Control,
71,
2022-01-01
[
Electrocardiography,Heart-rate variability,Holo-Hilbert spectral analysis
]
Phase-Approaching Stimulation Sequence for SSVEP-Based BCI: A Practical Use in VR/AR HMD
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
29,
2754-2764,
2021-01-01
Classification of prefrontal cortex activity based on functional near-infrared spectroscopy data upon olfactory stimulation
Brain Sciences,
11,
6,
2021-01-01
UWB Simultaneous Breathing and Heart Rate Detections in Driving Scenario Using Multi-Feature Alignment Two-Layer EEMD Method
IEEE Sensors Journal,
20,
17,
10251-10266,
2020-09-01
[
Alignment,breathing rate,driver,ensemble empirical mode decomposition (EEMD),heart rate,intrinsic mode function (IMF),remote sensing,tracking,ultra-wideband (UWB) radar
]
Extraction of high-frequency SSVEP for BCI control using iterative filtering based empirical mode decomposition
Biomedical Signal Processing and Control,
61,
2020-08-01
[
Brain computer interface , Empirical mode decomposition , Iterative filtering , Steady-state visual evoked potential
]
β-Oscillations Reflect Recovery of the Paretic Upper Limb in Subacute Stroke
Neurorehabilitation and Neural Repair,
34,
5,
450-462,
2020-05-01
Prefrontal Brain Electrical Activity and Cognitive Load Analysis Using a Non-linear and Non-Stationary Approach
IEEE Access,
8,
211115-211124,
2020-01-01
[
brain rhythms,cognitive load,Electroencephalograph,ensemble empirical mode decomposition,multi-marginal Hilbert-Huang spectrum
]
Steady-state auditory evoked fields reflect long-term effects of repetitive transcranial magnetic stimulation in tinnitus
Clinical Neurophysiology,
130,
9,
1665-1672,
2019-09-01
FEASIBILITY OF SMART HEMODIALYSIS PATIENT CARE USING SENSORS EMBEDDED IN PERSONALIZED 3D PRINTING CAST
Journal of Mechanics in Medicine and Biology,
19,
2,
2019-03-01
[
embedded sensor,Hemodialysis patient,personalized 3D printing cast,phonoangiography (PAG),Photoplethysmography (PPG)
]
Detection of Breathing and Heart Rates in UWB Radar Sensor Data Using FVPIEF-Based Two-Layer EEMD
IEEE Sensors Journal,
19,
2,
774-784,
2019-01-15
[
Breathing rate , ensemble empirical mode decomposition (EEMD) , heart rate , intrinsic mode function (IMF) , remote sensing , ultra-wideband (UWB) radar
]
A Multivariate Empirical Mode Decomposition-Based Data-Driven Approach for Extracting Task-Dependent Hemodynamic Responses in Olfactory-Induced fMRI
IEEE Access,
7,
15375-15388,
2019-01-01
[
functional magnetic resonance imaging,Multivariate empirical mode decomposition,olfactory
]
A method for respiration rate detection in wrist PPG signal using Holo-Hilbert spectrum
IEEE Sensors Journal,
18,
18,
7560-7569,
2018-09-15
[
Holo-Hilbert spectral analysis , photoplethysmogram , respiration
]
Analyses of EEG oscillatory activities during slow and fast repetitive movements using holo-hilbert spectral analysis
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
26,
9,
1659-1668,
2018-09-01
[
Holo-Hilbert spectral analysis (HHSA) , motor cortex , repetitive movement
]
Improvement of Classification Accuracy in a Phase-Tagged Steady-State Visual Evoked Potential-Based Brain–Computer Interface Using Adaptive Neuron-Fuzzy Classifier
International Journal of Fuzzy Systems,
19,
2,
542-552,
2017-04-01
[
Adaptive neuron-fuzzy classifier , BCI , SSVEP
]
Characterization of the role of endogenous nitric oxide in myogenic vascular oscillations during cooling-evoked hemodynamic perturbations of rats
Canadian Journal of Physiology and Pharmacology,
95,
7,
803-810,
2017-01-01
[
Cardiovascular oscillations , Cold stress , Hemodynamic perturbations , Nitric oxide , Sympathetic activation
]
Variable delay digital comb filter extraction of weak phase signals for SSVEP
Biomedical Signal Processing and Control,
31,
211-216,
2017-01-01
[
Comb filter , Electroencephalogram , Quadrature amplitude modulation , Steady-state visual evoked potential , Variable delay
]
Study of Repetitive Movements Induced Oscillatory Activities in Healthy Subjects and Chronic Stroke Patients
Scientific Reports,
6,
2016-12-15
Quantifying Spasticity With Limited Swinging Cycles Using Pendulum Test Based on Phase Amplitude Coupling
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
24,
10,
1081-1088,
2016-10-01
[
Empirical mode decomposition (EMD) , modulation index , muscle strength level , surface electromyography (SEMG)
]
Learning seismology through inquiry: Structured, guided, or both?
Seismological Research Letters,
87,
4,
998-1007,
2016-07-01
Evaluate the Feasibility of Using Frontal SSVEP to Implement an SSVEP-Based BCI in Young, Elderly and ALS Groups
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
24,
5,
603-615,
2016-05-01
[
Amyotrophic lateral sclerosis (ALS) , brain-computer interface (BCI) , electroencephalogram (EEG) , steady-state visual evoked potential (SSVEP)
]
Novel application of a Wii remote to measure spasticity with the pendulum test: Proof of concept
Gait and Posture,
43,
70-75,
2016-01-01
[
Pendulum test , Spasticity , Stroke , Wii remote
]
Extractions of steady-state auditory evoked fields in normal subjects and tinnitus patients using complementary ensemble empirical mode decomposition
BioMedical Engineering Online,
14,
1,
2015-07-26
[
Complementary empirical mode decomposition , Magnetoencephalography , Steady-state auditory evoked field
]
Spectral analysis of cooling induced hemodynamic perturbations indicates involvement of sympathetic activation and nitric oxide production in rats
Life Sciences,
136,
19-27,
2015-07-11
[
Cold stress , Myogenic vascular responsiveness , Nitric oxide , Spectral analysis , Sympathetic activation
]
Role of efferent sympathoadrenal effects in cooling-induced hemodynamic perturbations in rats: An investigation by spectrum analysis
Chinese Journal of Physiology,
58,
5,
312-321,
2015-01-01
[
Guanethidine , Hemodynamic perturbations , Hexamethonium , Spectral powers , Stressful cooling , Sympathetic influences
]
Potential therapeutic role of hispidulin in gastric cancer through induction of apoptosis via NAG-1 signaling
,
2013,
2013-10-21
Investigating the interaction between heart rate variability and sleep EEG using nonlinear algorithms
Journal of Neuroscience Methods,
219,
2,
233-239,
2013-10-15
[
Detrended fluctuation analysis,Heart rate variability,Hilbert Huang transform,Sleep EEG,Sympathovagal modulation
]
Adaptive SSVEP-based BCI system with frequency and pulse duty-cycle stimuli tuning design
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
21,
5,
697-703,
2013-09-17
[
Brain-computer interface (BCI) , steady-state visual evoked potential (SSVEP)
]
Inter-trial analysis of post-movement beta activities in EEG signals using multivariate empirical mode decomposition
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
21,
4,
607-615,
2013-07-26
[
Electroencephalograph (EEG),event-related synchronization (ERS),multivariate empirical mode decomposition (MEMD)
]
Improvement of classification accuracy in a phase-tagged steady-state visual evoked potential-based brain computer interface using multiclass support vector machine
BioMedical Engineering Online,
12,
1,
2013-05-21
Intermittent theta burst stimulation over ipsilesional primary motor cortex of subacute ischemic stroke patients: A pilot study
Brain Stimulation,
6,
2,
166-174,
2013-03-01
[
Magnectoencephalography (MEG) , Motor , Plasticity , Stroke , Theta burst stimulation (TBS) , Transcranial magnetic stimulation (TMS)
]
Total design of an FPGA-based brain-computer interface control hospital bed nursing system
IEEE Transactions on Industrial Electronics,
60,
7,
2731-2739,
2013-01-01
[
Biomedical signal processing , brain-computer interface (BCI) , field-programmable gate array (FPGA) , home care system
]
Neuromagnetic index of hemispheric asymmetry predicting long-term outcome in sudden hearing loss
,
64,
1,
356-364,
2013-01-01
[
Hearing , Hemispheric asymmetry , Magnetoencephalography (MEG) , Neuroplasticity , Prognosis , Reorganization
]
Empirical mode decomposition-based approach for intertrial analysis of olfactory event-related potential features
,
5,
3-4,
280-291,
2012-12-01
[
Electroencephalography , Empirical mode decomposition , Olfactory event-related potential
]
Unsupervised active contours driven by density distance and local fitting energy with applications to medical image segmentation
Machine Vision and Applications,
23,
6,
1159-1175,
2012-11-01
[
Active contour model , Image segmentation , Intensity inhomogeneity , Level set method , Variational method
]
Association of polymorphisms in BDNF, MTHFR, and genes involved in the dopaminergic pathway with memory in a healthy Chinese population
Brain and Cognition,
80,
2,
282-289,
2012-11-01
[
Auditory memory , BDNF , Dopaminergic pathway , DRD3 , Polymorphism
]
Multi-target stimulator SSVEP using multi-frequency embedded with multi-phase encoding sequence
Electronics Letters,
48,
18,
1097-1098,
2012-08-30
Fuzzy distribution fitting energy-based active contours for image segmentation
Nonlinear Dynamics,
69,
1-2,
295-312,
2012-07-01
[
Active contour , Curve evolution , Fuzzy energy , Gaussian mixture model , Image segmentation , Level set
]
Independence of amplitude-frequency and phase calibrations in an SSVEP-based BCI using stepping delay flickering sequences
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
20,
3,
305-312,
2012-05-31
[
Brain-computer interface (BCI) , electroencephalography (EEG) , steady-state visual evoked potential (SSVEP) , stepping delay flickering sequence (SDFS)
]
Neuromagnetic index of hemispheric asymmetry prognosticating the outcome of sudden hearing loss
PLoS ONE,
7,
4,
2012-04-20
Topical corticosteroids applied with a squirt system are more effective than a nasal spray for steroid-dependent olfactory impairment
,
122,
4,
747-750,
2012-04-01
[
corticosteroid , olfaction , olfactory dysfunction , Olfactory function , smell , Sniffin' Sticks , squirt
]
A brain-wave-actuated small robot car using ensemble empirical mode decomposition-based approach
IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans,
42,
5,
1053-1064,
2012-03-12
[
Brain computer interface (BCI) , ensemble empirical mode decomposition (EEMD) , steady-state visual evoked potential (SSVEP)
]
Global and local fuzzy energy-based active contours for image segmentation
Nonlinear Dynamics,
67,
2,
1559-1578,
2012-01-01
[
Active contour , Curve evolution , Fuzzy energy , Global and local minimization , Image segmentation , Level set method
]
Diffuse optical multipatch technique for tissue oxygenation monitoring: Clinical study in intensive care unit
IEEE Transactions on Biomedical Engineering,
59,
1,
87-94,
2012-01-01
[
Diffuse optical multipatch technique , diffuse optical spectroscopic imaging (DOSI) , heart failure , intensive care medicine , near-infrared spectroscopy (NIRS) , oxygenation dynamics , sepsis , venous occlusion test (VOT)
]
An SSVEP-based BCI using high duty-cycle visual flicker
IEEE Transactions on Biomedical Engineering,
58,
12 PART 1,
3350-3359,
2011-12-01
[
Brain-computer interface (BCI) , electroencephalographic (EEG) , steady-state visual-evoked potentials (SSVEPs)
]
Factors affecting the impact of olfactory loss on the quality of life and emotional coping ability
,
49,
3,
2011-08-01
[
Coping skills , Olfaction disorders , Quality of life , Questionnaire , Smell
]
Reorganization of functional connectivity during the motor task using EEG time-frequency cross mutual information analysis
,
122,
8,
1569-1579,
2011-08-01
[
Alpha , Beta , EEG , Motor task , Reorganization , TFCMI
]
Hardware implementation of EMD using DSP and FPGA for online signal processing
IEEE Transactions on Industrial Electronics,
58,
6,
2473-2481,
2011-06-01
[
Digital signal processor (DSP) , empirical mode decomposition (EMD) , field programmable gate array (FPGA)
]
Accounting for phase drifts in SSVEP-based BCIs by means of biphasic stimulation
IEEE Transactions on Biomedical Engineering,
58,
5,
1394-1402,
2011-05-01
[
Biphasic stimulation , brain computer interface (BCI) , electroencephalography (EEG) , steady-state visual evoked potential
]
Frequency recognition in an SSVEP-based brain computer interface using empirical mode decomposition and refined generalized zero-crossing
,
196,
1,
170-181,
2011-03-15
[
Brain computer interface (BCI) , Empirical mode decomposition (EMD) , Refined generalized zero-crossing (rGZC) , Steady-state visual evoked potential (SSVEP)
]
Investigation of the sniffin' sticks olfactory test in Taiwan and comparison with different continents
Journal of the Chinese Medical Association,
73,
9,
483-486,
2010-09-01
[
Olfactory discrimination , Olfactory function , Olfactory identification , Olfactory threshold , Sniffin' Sticks
]
An SSVEP-actuated brain computer interface using phase-tagged flickering sequences: A cursor system
Annals of Biomedical Engineering,
38,
7,
2383-2397,
2010-07-01
[
Brain-computer interface (BCI) , Electroencephalography (EEG) , Phase-tagged flickering sequence , Steady-state visual evoked potential (SSVEP)
]
Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
BioMedical Engineering Online,
9,
2010-06-17
Development of a Low-Cost FPGA-based SSVEP BCI multimedia control system
IEEE Transactions on Biomedical Circuits and Systems,
4,
2,
125-132,
2010-04-01
[
Field-programmable gate array (FPGA) , Low-cost brain-computer interface (BCI) , Steady-state visual-evoked potential (SSVEP)
]
The proportion of self-rated olfactory dysfunction does not change across the life span
,
23,
4,
413-416,
2009-09-24
[
Aging , Frequency , Gender , Measured , Objective , Olfaction , Olfactory dysfunction , Olfactory function , Self-rated , Smell , Subjective
]
Single-trial analysis of cortical oscillatory activities during voluntary movements using empirical mode decomposition (emd)-based spatiotemporal approach
Annals of Biomedical Engineering,
37,
8,
1683-1700,
2009-08-01
[
Cortical oscillatory activity , Empirical mode decomposition (EMD) , Event-related synchronization , Magnetoencephalography , Motor cortex , Rolandic rhythm , Single-trial
]
Implementation of pipelined FastICA on FPGA for real-time blind source separation
IEEE Transactions on Neural Networks,
19,
6,
958-970,
2008-12-01
[
Blind source separation (BSS) , Fast independent component analysis (FastICA) , Field-programmable gate array (FPGA) , Floating point (FP)
]
ICA-based analysis of movement-related modulation on beta activity of single-trial MEG measurement using spatial and temporal templates
Journal of Medical and Biological Engineering,
28,
3,
155-159,
2008-09-01
[
Event-related desynchronization (ERD) , Event-related synchronization (ERS) , Independent component analysis (ICA) , Magnetoencephalography (MEG) , Parkinson's disease (PD)
]
Gender differences in the mu rhythm of the human mirror-neuron system
PLoS ONE,
3,
5,
2008-05-07
The perception of pain in others suppresses somatosensory oscillations: A magnetoencephalography study
,
40,
4,
1833-1840,
2008-05-01
[
Empathy , Magnetoencephalography , Mirror-neuron system , Oscillations , Pain perception , Primary somatosensory cortex
]
Immediate gain is long-term loss: Are there foresighted decision makers in the Iowa gambling task?
,
4,
2008-03-19
An improved spectral width Doppler method for estimating Doppler angles in flows with existence of velocity gradients
Ultrasound in Medicine and Biology,
32,
8,
1229-1245,
2006-08-01
[
Artificial neural networks , Doppler ultrasound , Spectral-width Doppler , Velocity-gradient broadening
]
Recognition of motor imagery electroencephalography using independent component analysis and machine classifiers
Annals of Biomedical Engineering,
33,
8,
1053-1070,
2005-11-01
[
Back-propagation neural network (BP-NN) , Brain computer interface (BCI) , Fisher linear discriminant (FLD) , Radial-basis function neural network (RBF-NN) , Rebound maps , Support vector machine (SVM)
]
Study of photon migration with various sourcedetector separations in near-infrared spectroscopic brain imaging based on threedimensional monte carlo modeling
,
13,
21,
8339-8348,
2005-10-17
Visual evoked potential actuated brain computer interface: A brain-actuated cursor system
Electronics Letters,
41,
15,
832-834,
2005-07-21
Orthographic and phonological processing of Chinese characters: An fMRI study
,
21,
4,
1721-1731,
2004-04-01
[
Character , Chinese , fMRI , Inferior frontal cortex , Orthographic processing , Phonological processing , Reading
]
A wavelet-based approach for color image registration
Journal of Imaging Science and Technology,
47,
3,
185-199,
2003-05-01
ICA-based spatiotemporal approach for single-trial analysis of postmovement MEG beta synchronization
,
20,
4,
2010-2030,
2003-01-01
[
Event-related synchronization , Independent component analysis (ICA) , Magnetoencephalography , Motor cortex , Rolandic rhythm , Single-trial
]
Discrete signal matching using coarse-to-fine wavelet basis functions
Pattern Recognition,
36,
1,
171-192,
2003-01-01
[
Coarse-to-fine representation , Disparity , Signal matching , Stereo images , Sum of squared difference (SSD) , Wavelet basis
]
Classifying MEG 20Hz rhythmic signals of left, right index finger movement and resting state using cascaded radial basis function networks
Journal of Medical and Biological Engineering,
22,
3,
147-152,
2002-09-01
[
Beta-band Brain rhythm , Brain computer interface , Radial basis neural network
]
Fetal heart tracking in ultrasound image sequences using coarse-to-fine wavelet
Journal of Medical and Biological Engineering,
22,
2,
67-74,
2002-06-01
[
Coarse-to-fine wavelet , Object tracking , Sum of squared difference (SSD) , Ultrasonic images
]
Event-related functional MRI study on central representation of acute muscle pain induced by electrical stimulation
,
17,
3,
1437-1450,
2002-01-01
[
Electrical stimulation , Functional magnetic resonance imaging , Insula , Muscle , Pain , Salience , Secondary somatosensory area
]
研討會著作
A Two-stage Ka-band Transformer-feedback Low-Noise Amplifier in 90-nm CMOS Technology
4-7,
2025-01-01
[
CMOS,low-noise amplifier (LNA),millimeter-Ka-band,transformer
]
A Multi-layer Coil Magnetic Stimulation Device for Autonomous Function Regulation
36-38,
2024-01-01
[
Autonomous nervous system,Heart-rate Variability,Pulsed electromagnetic field
]
High Efficient Step-up DC-DC Converter With Zero Current Switching And Voltage Multiplier Cell
2024-01-01
Improved Pulse Voltage Injection Method for Initial Position Estimation in Surface-Mounted Permanent Magnet Synchronous Motor
2024-01-01
Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation 運用響應式知識蒸餾機制增進中文多標籤文本分類效能
25-31,
2022-01-01
[
binary relevance,knowledge distillation,long-tailed labels,Multi-label classification
]
Utilizing a 3D-printed, multi-sensor, wearable medical equipment on-demand for hemodialysis patient care
277-281,
2022-01-01
[
embedded sensor,hemodialysis patient,personalized 3D-printed cast,phonoangiography (PAG),Photoplethysmography (PPG)
]
NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers
268-272,
2021-01-01
Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers
98-101,
2021-01-01
NCUEE at MEDIQA 2019: Medical text inference using ensemble BERT-BiLSTM-attention model
528-532,
2019-01-01
An intelligence data encoding algorithm for low noise interference multi-channel medical ultrasound
1-2,
2014-01-01
Design a brain computer interface gaming system using steady-state visual evoked potential
5-6,
2014-01-01
The low-cost implement of a phase coding SSVEP-based BCI system
559-562,
2010-12-01
[
Brain-computer interface (BCI) , Field-programmable gate array (FPGA) , Steady-state visual-evoked potential (SSVEP)
]
Real-time control of an SSVEP-actuated remote-controlled car
1884-1887,
2010-01-01
[
Brain computer interface (BCI) , Matched filter detector (MFD) , Steady-state visual evoked potential (SSVEP)
]
Empirical mode decomposition (EMD) - Based spatiotemporal approach for single-trial extraction of post-movement MEG beta synchronization
1091-1094,
2009-12-01
[
Empirical mode decomposition (EMD) , Event-related synchornization (ERS) , Magnetoencephalography (MEG) , Mu rhythm
]
Implementation of EMD algorithm for ECG noise reduction
1095-1098,
2009-12-01
[
Digital signal processor (DSP) , Electrocardiogram (ECG) , Empirical mode decomposition (EMD)
]
The extraction of olfactory evoked potentials in human brain using independent component analysis - Based approach
1071-1074,
2009-12-01
[
Independent component analysis (ICA) , Magnetoencephalogrpahy (MEG) , Olfactory evoked field (OEF)
]
MRI image segmentation based on fast global minimization of snake model
1769-1772,
2008-12-01
[
Active contours , Global minimization , MRI image segmentation , Snakes
]
Near-infrared spectroscopy studies of visual evoked responses during photon stimulation
169-170,
2004-12-01
Single-trial analysis of post-movement MEG beta synchronization using independent component analysis (ICA)
1081-1085,
2003-09-24
Quantification of movement-related modulation on beta activity of single-trial magnetoencephalographic measurement using independent component analysis (ICA)
396-398,
2003-01-01
[
Biomedical imaging , Fingers , Frequency synchronization , Hospitals , Independent component analysis , Laboratories , Magnetic modulators , Magnetic sensors , Magnetic separation , Magnetic shielding
]
專書
Progress in Brain Research
83-104,
2024-01-01
[
Feature extraction,Filter,Hemodynamic response,Olfactory,Semi-supervised learning
]
Developing an MRI-Based Biomarker for Early Diagnosis of Parkinson's Disease
87,
2011-12-07
[
independent component analysis,electroencephalography
]
Recent Advances in Brain-Computer Interface Systems
99,
2011-02-04
[
brain computer interface,electroencephalography
]
校外榮譽
112 [國家科學及技術委員會] 112年度國科會傑出研究獎
111 [財團法人生技醫療科技政策研究中心] 國家創新獎
107 [中國電機工程學會] 2018中國電機工程學會 傑出電機工程教授獎
98 [中國電機工程學會] 優秀青年電機工程師獎
98 [中華民國自動控制學會] 青年自動控制工程師獎
96 [科技部] 吳大猷先生紀念獎
校內獲獎
113 優良論文貢獻獎
113 傑出產學貢獻獎
112 特聘教授
112 優良產學貢獻獎
112 優良論文貢獻獎
109 特聘教授
106 特聘教授
期刊編輯
111 ~ 111
Journal of Clinical Medicine EISSN 2077-0383 擔任國際期刊Journal of Clinical Medicine (IF=5.583) 的topic editor (special issue: Clinical Medicine of Healthcare and Sustainability)
111 ~ 111
Bioengineering EISSN 2306-5354 擔任國際期刊Bioengineering (IF=5.046) 的topic editor (special issue: Applied System on Biomedical Engineering, Healthcare and Sustainability)
111 ~ 111
Applied System Innovation EISSN 2571-5577 期刊副主編
111 ~ 111
Applied Sciences (Switzerland) EISSN 2076-3417 擔任Applied Sciences(IF=2.679)的guest editor (special issue: Machine Learning for Language and Signal Processing)
110 ~ 110
Frontiers in Human NeuroscienceISSN 1662-5161 EISSN 1662-5161 擔任Frontiers in human Neuroscience (IF=3.32)的guest editor (special issue: Diagnostic Assistance and Intervention Guidance for Individuals with Cognitive Impairment: Innovative BCI systems)
神經復健系統及方法 [中華民國]
血糖儀及血糖量測方法 [中華民國]
薄型揚聲器 [美國]
薄型揚聲器 [中華民國]
可撓式多層線圈結構的腦部磁波刺激裝置 [中華民國]
回授式光體積血容積量測裝置及其量測方法 [中華民國]
非侵入且非加壓式血壓波量測裝置及方法
Apparatus and method for noninvasive and cuffless blood pressure measurement [中華民國]