news by CNE members

招募研究生與專題生，請留下您的資料，我們會立即與您聯繫。

CNElab — 2021-12-02 01:47:25 UTC

我們正在招募對 神經人因工程（Neuroergonomics） 充滿熱情的 研究生與大學生！研究主題涵蓋 腦機介面（Brain–Computer Interface, BCI） 與 人工智慧（AI），結合神經科學與工程技術，探索人腦在互動、決策與學習中的運作機制。請寫信給我：ch.chuang@ie.nthu.edu.tw （Chun-Hsiang Chuang）

Calling curious minds! We’re looking for grad and undergrad students excited about neuroergonomics, BCI, and AI. Come explore how the brain connects with technology and shapes human behavior. If you're interested, drop me an email: ch.chuang@ie.nthu.edu.tw

[Research demo] A novel EEG signal reconstruction based on deep learning to remove artifacts.

CNElab — 2021-12-02 01:51:00 UTC

腦波訊號源重建(去雜訊)技術

CH Chuang, KY Chang, CS Huang, TP Jung. IC-U-Net: A U-Net based Denoising Autoencoders using Mixtures of Independent Components for Automatic EEG Artifact Removal (under review), https://arxiv.org/abs/2111.10026

[Oct 2021: Research] Harry's & Howard's hyperscanning paper is accepted by Journal of Neural Engineering!

CNElab — 2021-12-02 01:57:30 UTC

CH Chuang, SW Lu, YP Chao, PH Peng, HC Hsu, CC Hung, CL Chang, TP Jung, Near-zero phase-lag hyperscanning in a novel wireless EEG system. Journal of Neural Engineering, 18 (066010). https://doi.org/10.1088/1741-2552/ac33e6.

# ArtiseBio

[Oct 2021: University-Industry Linkages] We are granted an industrial research project funded by GoMore Inc.

CNElab — 2021-12-02 01:58:04 UTC

本研究室獲博晶醫電產學合作計畫

[Oct 2021: Research] Hydra's mindfulness paper is accepted by Frontiers in Psychology!

CNElab — 2021-12-02 02:03:23 UTC

恭喜博士生希彥的研究刊登於Frontiers in Psychology

HY Hydra Ng, C W. Wu, FY Huang, YT Cheng, SF Guu, CM Huang, CF Hsu, YP Chao, TP Jung, CH Chuang, Mindfulness Training Alters Resting-State EEG Dynamics in Novice Practitioners via Mindful Breathing and Body-scan, Frontiers in Psychology, 12(748584). doi: 10.3389/fpsyg.2021.748584.

#八週正念訓練會改變腦波
#北醫吳昌衛
#北教大黃鳳英
#陽明交大黃植懋
#長庚趙一平、許嘉芬
#TP Jung, UCSD
#科技部腦科學專案計畫「正念鑄心：整合神經回饋與虛擬實境以增進中老年族群的身心腦健康」

[Aug 2021: Research] Howard's & Harry's slapjack gaming research using hyperscanning approach is accepted by IEEE SMC2021.

CNElab — 2021-12-02 02:20:31 UTC

榜單

CNElab — 2021-12-02 04:11:51 UTC

恭喜碩士生徐浩哲推甄考取台大、陽明交大資工博士班

榜單

CNElab — 2021-12-02 04:12:18 UTC

恭喜碩士生張功逸推甄考取台大、陽明交大資工與清大資應所博士班

榜單

CNElab — 2021-12-02 04:13:18 UTC

恭喜專題生許庭瑜推甄考取清大資應所碩士班

[Oct 2021: Research] Our VR-EEG platform for mobile brain/body imaging

CNElab — 2021-12-02 04:15:03 UTC

CH Chuang, TF Chiu, HC Hsu, Coupling Mobile Brain Imaging and VR Omnidirectional Treadmill to Explore Attenuated Situational Awareness during Distracted Walking (under review)

榜單

CNElab — 2022-01-19 03:59:11 UTC

恭喜專題生彭珮筑推甄考取清大教科碩士班

2022 SUMMER WORKSHOP on EEG & BCI

CNElab — 2022-01-19 04:57:38 UTC

Special Issue "Impact of COVID-19 on Multimedia Transformation"

CNElab — 2022-02-07 06:34:18 UTC

[Mar 2022] 教育心智研究團隊獲尹書田教育基金研究計畫補助

CNElab — 2022-03-23 16:14:47 UTC

[April 2022] CNElab邱載峰、徐浩哲獲2022臺灣認知神經科學學會年會暨學術研討會學生論文競賽優等獎

CNElab — 2022-05-02 01:51:09 UTC

Coupling Mobile EEG System and Wireless VR Omnidirectional Treadmill to Explore Attenuated Situational Awareness during Distracted Walking

[May 2022]劭勳論文於HCII2022發表

CNElab — 2022-05-27 06:29:52 UTC

Leveraging Temporal Causal Discovery Framework to Explore Event-Related EEG Connectivity
SX Fang, TF Chiu, CS Huang, CH Chuang

CNElab — 2022-06-08 14:50:53 UTC

Student, Keivan Faghih, enrolled in BCI course, received an internship offer as a Machine Learning Engineer at

PranaQ.

[Aug 2022] 我們提出IC-U-Net的腦波重建技術已被NeuroImage (IF: 7.40)接受!

CNElab — 2022-08-22 14:43:12 UTC

IC-U-Net model proposed for EEG signal reconstruction is accepted by NeuroImage. Congratulations and special thanks to KY, Dr. CS Huang, and Prof Jung of UCSD
https://doi.org/10.1016/j.neuroimage.2022.119586

[Jan 2023] 我們在正念練習的大腦網路連結研究已被Journal of Neuroscience Research (IF: 4.20) 接受!

CNElab — 2023-01-07 02:46:22 UTC

Hydra's paper, Enhanced Electroencephalography Effective Connectivity in Frontal Low-Gamma Band Correlates of Emotional Regulation after Mindfulness Training, is accepted by the Journal of Neuroscience Research. Special thanks to our collaborators and authors, Wu, Changwei W.; Huang, Feng-Ying; Huang, Chih-Mao; Hsu, Chia-Fen; Chao, Yi-Ping; Jung, Tzyy-Ping

Weiya party, 2023

CNElab — 2023-01-16 04:41:35 UTC

[Jul 2023] 我們在超掃描跨腦連結的研究已被Brain and Behavior (IF: 3.10)接受!

CNElab — 2023-07-14 05:43:08 UTC

Howard's paper, Pseudo–Mutual Gazing Enhances Interbrain Synchrony during Remote Joint Attention Tasking, has been accepted by Brain and Behavior.

[Sep 2023] 我們在慢性偏頭痛研究已被Cephalalgia (IF: 4.90)接受!

CNElab — 2023-09-23 02:32:10 UTC

Denis's study, Abnormal Heart Rate Variability and Its Application in Predicting Treatment Efficacy in Patients with Chronic Migraine: An Exploratory Study, has been accepted by Cephalalgia.

[Oct 2023] 我們在多重任務上的研究已被IEEE TCDS (IF: 5.00)接受!

CNElab — 2023-10-08 08:03:34 UTC

Eddy's study, Coupling Mobile Brain Imaging and Virtual Reality Omnidirectional Treadmill to Explore Attenuated Situational Awareness during Distracted Walking, has been accepted by IEEE Transactions on Cognitive and Developmental Systems!

2023 SUMMER WORKSHOP on EEG & BCI

CNElab — 2023-10-09 12:06:23 UTC

[Aug 2023] Technische Universität Berlin

CNElab — 2023-10-11 04:54:52 UTC

希彥前往德國柏林TUB進行移地研究

[Jul 2023] IEEE EMBC2023

CNElab — 2023-10-11 05:00:08 UTC

浩哲、功逸與老師前往澳洲雪梨參加IEEE EMBC 2023

2023 Christmas party@香草微風花園廚房

CNElab — 2023-12-25 02:27:57 UTC

交換禮物、抽獎！

[Sep 2024] CNElab提出的InfoFlowNet被Engineering Applications of Artificial Intelligence (IF: 7.5)接受了

CNElab — 2024-09-13 15:03:46 UTC

InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity

[Sep 2024] The paper, Classification of Mindfulness Experiences from Gamma-band Effective Connectivity: Application of Machine-Learning Algorithms on Resting, Breathing, and Body Scan, collaborated with TMU, CGU, and NYCU has been accepted by Computer Methods and Programs in Biomedicine (IF: 4.9)

CNElab — 2024-09-28 00:43:20 UTC

Authors: AL Hsu, CY Wu, HY H Ng, CH Chuang, CM Hung, C Wu, YP Chao,

[Jan 2025] 莊鈞翔老師獲「113年度清華-清鏡傑出年輕學者」Prof Chuang won the "2024 NTHU-Ching Jing Distinguished Young Scholar"

CNElab — 2025-01-07 08:54:57 UTC

[Dec 2024] Hydra's work was accepted by JMIR Formal Research

CNElab — 2025-01-08 04:36:05 UTC

Neurological Evidence of Diverse Self-Help Breathing Training With Virtual Reality and Biofeedback Assistance: Extensive Exploration Study of Electroencephalography Markers

[Dec 2024] DCD's research has been accepted by Brain and Cognition

CNElab — 2025-01-08 04:37:46 UTC

Cortical brain potentials in response to lower limb proprioceptive stimuli in young adults with probable developmental coordination disorder

[Mar 4 2025] Our new EEG denoise model, ART, has been accepted by NeuroImage

CNElab — 2025-03-04 15:20:42 UTC

CH Chuang*, KY Chang, CS Hung, AM Bessas, ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals (accepted by NeuroImage). https://arxiv.org/abs/2409.07326.

[Mar 2025] retreat@肖楠美地

CNElab — 2025-03-19 14:36:30 UTC

北醫、長庚、國衛院、陽明交大與清大，五校實驗室聯合露營暨研究分享與交流

[Mar 2025] Congratulations

CNElab — 2025-03-19 14:37:50 UTC

Our work is among the top 10 most-cited papers published by Journal of Neuroscience Research in 2023

Our first ASD-related research, conducted in collaboration with Ton-Yen General Hospital, has been accepted for publication in NeuroImage

CNElab — 2025-04-14 09:10:04 UTC

'Interbrain synchrony attenuation during a peer cooperative task in young children with autistic traits –an EEG hyperscanning study' by ICChen, HC Hsu, CL Chen, MH Chang, CS Wei, and CH Chuang*

Our paper, Decoding Dyadic Social Interactions via Multimodal Fusion of Gaze and EEG, has been accepted for presentation at IJCNN 2025

CNElab — 2025-04-17 16:39:12 UTC

恭喜功逸成為博士候選人！

CNElab — 2025-06-18 05:44:44 UTC

[Sep 2025] Our collaborative study with Taipei Veterans General Hospital, titled “REAL: Robust EEG Analysis and Labeling for Chronic Migraine Patients Amidst Label Noises,” has been accepted for publication in IEEE Transactions on Biomedical Engineering (TBME).

CNElab — 2025-09-15 02:13:09 UTC

Chun-Hsiang Chuang^*, Lin-Fan Gong, Kong-Yi Chang, Shuu-Jiun Wang, Kuan-Lin Lai*

[2025] 本實驗室獲產學合作案-聲音與ANC對人體專注或放鬆狀態之影響

CNElab — 2025-10-11 02:12:21 UTC

律芯科技

[2025] 本實驗室獲產學合作案-以BCI為基礎之正念減壓訓練探討與分析

CNElab — 2025-10-11 02:12:41 UTC

工研院

[2025] 本實驗室獲國科會3年期研究計劃案-以腦波出發打造x-to-x的多模態深度學習模型

CNElab — 2025-10-11 03:08:32 UTC

國科會

CNElab members participated in and co-organized iFuzzy & CACS 2025

CNElab — 2025-11-14 14:25:04 UTC

[Dec 2025] Hydra's research work titled, Frontal Electroencephalography Asymmetry and Desynchronized Functional Connectivity Associated with Long-Term and Short-Term Breathing Training' is accepted by Mindfulness journal.

CNElab — 2025-11-24 15:02:02 UTC

[Nov 2025] 恭喜博士生張功逸獲得國科會千里馬（補助博士生赴國外研究）一年期！

CNElab — 2025-12-03 13:51:08 UTC

[Dec 2025] Ken's (冠毅) research work titled, Noisy Label-Resilient Motor Imagery Brain-Computer Interface for Diagnosing Developmental Coordination Disorder in Children is accepted by IEEE Transactions on Cognitive and Developmental Systems.

CNElab — 2025-12-14 14:35:46 UTC

[Dec 2025] 恭喜希彥成為博士候選人！

CNElab — 2025-12-17 15:20:06 UTC

[Dec 2025] 恭喜庭瑜通過碩士論文研究口試！

CNElab — 2025-12-17 15:20:45 UTC

[Dec 2025]CNElab耶誕節聚餐、交換禮物與抽獎！

CNElab — 2025-12-17 15:28:42 UTC

今年是個大豐收的一年，

1. 發表五篇期刊論文NeuroImage*2, IEEE TCDS, IEEE TBME, Mindfulness、通過第二件國科會計劃

2. 希彥發表於Journal of Neuroscience Research的文章獲得Top 10 most-cited papers.

3. 希彥、功逸通過博士論文proposal (即將有第3位)；此外，功逸獲得國科會千里馬計劃一年，將前往UCSD

4. 浩哲結婚(第2位學生結婚)

5. 子淳、庭瑜通過碩論；畢業生臨凡申請至澳洲雪梨大學深造

6. 實驗室露營(難忘的出遊、轉捩點)

7. 老師轉職至工工系，1515->707+929

8. 實驗室協辦iFuzzy2025

感謝這一年來在實驗室奔走辛勞的同學們，以及全能得力助手麗婷、蔓嘉！許多的感動點，謝謝大家一路相伴。

[Mar 2026] Congratulations

CNElab — 2026-03-28 01:47:07 UTC

恭喜專題生經濟系張添恩同學獲「2026台灣認知神經科學學術研討會學生論文競賽佳作」

學生升學2026

CNElab — 2026-04-16 02:05:08 UTC

林佳誼 - 國立清華大學工工系(研究所)

卓祺恩 - 國立清華大學工工系(研究所)

蕭永千 - 國立清華大學學科所

林芷頤 - 國立清華大學心諮系(研究所)

黎承宣 - 國立陽明交通大學

鍾牧樺 - Johns Hopkins University, MSE program in Computer Science

呂品諺 - Imperial College London, AI Applications and Innovation

恭喜希彥完成博士論文口試!

CNElab — 2026-05-06 14:18:13 UTC

恭喜昱如、昱祺完成碩士論文口試!

CNElab — 2026-06-09 06:50:26 UTC

昱如: ASMR-EEG研究、昱祺: ESI研究

[Mar 4 2025] Our new EEG denoise model, ART, has been accepted by NeuroImage

CNElab — 2026-06-12 01:25:33 UTC

[June 2026] TY's research work, "Characterizing Interbrain Synchrony in Student Dyads during Collaborative Problem Solving via Hyperscanning EEG," has been accepted by IEEE Transactions on Learning Technologies.

CNElab — 2026-06-12 01:26:01 UTC

[2026] 本實驗室獲產學合作案-聲音與ANC對人體專注或放鬆狀態之影響(第二期延續案)

CNElab — 2026-06-12 01:27:38 UTC

律芯科技

Workshop 2026, 1-3 September

CNElab — 2026-09-03 13:22:57 UTC