库逸轩

库逸轩

太阳成集团tyc151cc 教授

E-mail：kuyixuan@mail.sysu.edu.cn

研究方向：记忆与情感的认知神经机制与相关障碍

个人主页：http://www.sysumelab.com

记忆与情感实验室ME LAB

心理学，作为一门融汇了人文社科的深刻洞察与自然科学的严谨方法的学科，正站在探索人类心灵的前沿。我们实验室致力于欢迎那些追求真理、善良与美好的同道中人。在这里，我们鼓励思想的激烈交流，我们珍视思维的碰撞火花，我们享受创意的无限启迪。在这条追求真知的道路上，我们旨在启迪心智，洞见本性，照亮自我。加入我们，一同在心理学的海洋中探索、发现、成长。

 

本课题组（Memory and Emotion Lab）专注于记忆与情感领域的交叉研究，致力于探索心灵深处的奥秘。我们长期开放特聘研究员、博士后和研究助理的职位，并欢迎有志于深入研究的博士和硕士研究生加入我们。更多信息，请访问我们的课题组主页www.sysumelab.com。在这里，你将有机会参与前沿的科学研究，与志同道合的伙伴们一起，共同推动心理学的边界。也欢迎各专业本科生和研究生进课题组学习和研究，请邮件联系kuyixuanATmail.sysu.edu.cn。期待你的加入，与我们携手在学术探索的旅程中不断前行。

 

 

 

个人简介:

    库逸轩，太阳集团官网教授、博士生导师、“百人计划”中青年杰出人才，清华大学本科和博士，加州大学旧金山分校博士后。主要从事记忆和情感的认知神经机制研究，在国际知名的SCI/SSCI期刊上发表论文70余篇，其中资深通讯作者成果发表在Brain Stimulation, Cerebral Cortex, Cognition, Cortex, IEEE Transaction on Affective Computing, Journal of Neuroscience, Journal of Experimental Psychology, Psychophysiology等领域内权威期刊。主持20余项国家级、省部级和企业课题，包括3项国自然、6项省部基金，曾获上海市浦江人才计划、上海市哲社成果二等奖和上海市“挑战杯”优秀指导教师。现担任《心理科学进展》等期刊编委，国内外50余本知名期刊的评审专家。

 

教育经历：

清华大学，生物医学工程系，博士，2004.9-2010.6

清华大学，生物医学工程系，本科，2000.9-2004.7

 

研究经历：

美国加州大学旧金山分校，神经内科系，访问学者、博士后，2013.9-2015.8

华东师范大学，心理与认知科学学院，博士后，2010.6-2012.6

德国汉堡大学，神经生理系，研究助理，2008.8-2008.11

美国约翰霍普金斯大学，神经外科系，研究助理，2006.2-2007.5

 

任职经历：

太阳集团官网，太阳成集团tyc151cc，“百人计划”教授，博士生导师，2020.1-今

华东师范大学，心理与认知科学学院，教授，2017.12-2019.12

华东师范大学，心理与认知科学学院，博士生导师，2016.5-2019.12

华东师范大学，心理与认知科学学院，副教授，2012.7-2017.12

上海纽约大学，华东师范大学-纽约大学脑与认知科学联合研究中心，客座研究员，2015.9-今

 

协会任职：

中国认知科学学会认知与脑调控分会，副主任，2022-今

中国人工智能学会心智计算专业委员会，委员，2022-今

中国心理学会神经心理学专业委员会，委员，2022-今

中国心理学会脑电及相关技术委员会，委员，2018-今

中国生理学会转化神经科学委员会，委员，2019-今

广东省认知科学学会，副会长，2023-今

亚洲药物滥用研究学会药物成瘾心理治疗专业委员会，常务委员，2020.10-今

广东省康复医学会脑功能监测与调控康复分会，常务理事，2020.11-今

 

研究方向：

  • 记忆的认知模型与神经机制

    工作记忆是核心认知能力，但容量和精度都极为有限，我们结合行为认知实验、多模态脑成像方法和计算建模，探究容量和精度限制的认知神经机制，包括脑区、神经振荡和分子机制等多个方面，并通过无创性脑调控（经颅电刺激、经颅磁刺激等）提升工作记忆表现。

  • 情绪和情感加工与记忆的交互影响

    奖赏、情绪、注意等因素对记忆的影响及其机制；应激对记忆和认知控制的影响；成瘾的加工机制。在精神分裂症、阿尔兹海默症（目前主要集中轻度认知障碍MCI）、成瘾等神经精神疾病或障碍人群中，关注其情感和记忆加工的变化，并尝试有效的认知训练和神经调控等干预手段。

  • 神经科学与人工智能的跨学科交叉研究

    人工智能领域的DNN、SNN、RNN等神经网络的应用，对生理信号的分析和比较，探索人脑和AI网络中的表征相似性，启发人工智能的新算法。

 

研究方法：

心理物理测量（psychophysics）、眼动（Eye-tracking）、脑电（EEG）、脑磁（MEG）、皮层脑电（ECoG，iEEG）、功能磁共振成像（fMRI）、近红外成像（fNIRS）、经颅磁刺激（TMS）、经颅电刺激（tDCS/tACS）、计算建模与人工神经网络等。

 

近期发表论文（SCI/SSCI）：

(* 通讯作者corresponding author,  # 共同第一作者co-first author) 

  • Zhao, Y.-J., Zhang, X., Ku, Y.* (2024) Divergent Roles of Early Visual Cortex and Inferior Frontal Junction in Visual Working Memory. Brain Stimulation. doi:10.1016/j.brs.2024.06.001.  (中科院大类一区Top，JCR Q1)
  • Chen, Z., Mao, Y., Zheng, Z., Ku, Y.* (2024) How Long-term Memory Facilitates Working Memory: Evidence from Flexible Responses and Neural Oscillations. Journal of Experimental Psychology: Learning, Memory and Cognition. In press.
  • Zhou, W., Nan, W.*, Xiong, K., Ku, Y.* (2024). Alpha neurofeedback training improves visual working memory in healthy individuals. Npj Science of Learning, 9(1), 32. https://doi.org/10.1038/s41539-024-00242-w  (中科院大类一区Top，JCR Q1)
  • Li, Z., Jiang, Q., Wu, Z., Liu, A., Wu, H., Huang, M., Huang, K. and Ku, Y*., (2024). Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling. IEEE Transactions on Affective Computing, 15(2): 478-492. https://doi.org/10.1109/TAFFC.2023.3279311 (JCR Q1)
  • Xie, Y., Chang, H., Zhang, Y., Wang, C., Zhang, Y., Chen, L., Geng, F., Ku, Y., Menon, V. & Chen, F. (2024). Long‐term abacus training gains in children are predicted by medial temporal lobe anatomy and circuitry. Developmental Science. https://doi.org/10.1111/desc.13489  (JCR Q1)
  • Ku, Y.* (2024). Mystery 40 Hz: Unraveling the Efficacy of Light Flickering in Alzheimer's Disease. Neuroscience Bulletin 17.  (JCR Q1)
  • Lu, Z. & Ku, Y.* (2023). Bridging the gap between EEG and DCNNs reveals a fatigue mechanism of facial repetition suppression. iScience 26, 108501.  (JCR Q1)
  • Han, S., Zhou, H., Tian, Y. & Ku, Y.* Early top-down control of internal selection induced by retrospective cues in visual working memory: advantage of peripheral over central cues. Progress in Neurobiology 102521 (2023) 230, 102521.  doi:10.1016/j.pneurobio.2023.102521. (JCR Q1)
  • Shen, L., Jiang, Y., Wan, F., Ku, Y., & Nan, W. (2023). Successful Alpha Neurofeedback Training Enhances Working Memory Updating and Event-related Potential Activity. Neurobiology of Learning and Memory, 107834.
  • Pan, Y., Hao, N., Liu, N., Zhao, Y-J., Cheng, X., Ku, Y.*, Hu, Y.*, (2023) Mnemonic-trained brain tuning to a regular odd-even pattern subserves digit memory in children. npj Science of Learning, 8, 27 (2023). 8, 27. https://doi.org/10.1038/s41539-023-00177-8 (JCR Q1)
  • Sun, Y., Kang, P., Huang, L., Wang, H., & Ku, Y.* (2023). Reward advantage over punishment for incentivizing visual working memory. Psychophysiology, e14300. (JCR Q1)
  • Nie, L., & Ku, Y.* (2023). Decoding emotion from high-frequency steady state visual evoked potential (SSVEP). Journal of Neuroscience Methods, 395, 109919.
  • Zhang, Y., Ku, Y., Sun, J., Daskalakis, Z. J., & Yuan, T. F. (2023). Intermittent theta burst stimulation to the left dorsolateral prefrontal cortex improves working memory of subjects with methamphetamine use disorder. Psychological Medicine, 53(6), 2427-2436. (中科院大类一区Top, JCR Q1)
  • Zhao, Y-J, Kay, K.N., Tian, Y, & Ku, Y* (2022). Sensory Recruitment Revisited: Ipsilateral V1 Involved in Visual Working Memory. Cerebral Cortex, 32(7), 1470-1479.  (中科院大类一区Top, JCR Q1) 
  • Chen, J., Meng, X., Liu, Z., Shang, B., Chang, C. & Ku, Y.* (2022). Decoding semantics from intermodulation responses in frequency-tagged stereotactic EEG. Journal of Neuroscience Methods, 382, 109727. 
  • Han, S, & Ku, Y* (2022). Mnemonic attention in analogy to perceptual attention: harmony but not uniformity. Psychological Research, 86, 1274–1296.
  • Sun, Y, Wang, H* & Ku, Y* (2022) Intermittent Theta-Burst Stimulation Increases the Working Memory Capacity of Methamphetamine Addicts. Brain Sciences 12, 1212.
  • Li, X, Zheng, M, Zhang, Y, Wang, Y, Nie, L, Yuan, Y*, Qian, T* & Ku, Y* (2022). Music-based casual video game training alleviates symptoms of subthreshold depression. Frontiers in Public Health, 10, 961425. (JCR Q1)
  • Zhao, Y.-J. #, Ma, T. #, Zhang, L., Ran, X., Zhang, R.-Y. *, & Ku, Y. * (2021). Atypically larger variability of resource allocation accounts for visual working memory deficits in schizophrenia. PLoS Computational Biology, 17(11), e1009544.  (中科院小类一区Top, JCR Q1)
  • Han, S#, Zhu, R#, & Ku, Y* (2021). Background white noise and speech facilitate visual working memory. European Journal of Neuroscience, 54(7), 6487–6496. 
  • Zhang, Y., Ku, Y., Sun, J., Daskalakis, Z. J., & Yuan, T. F. (2021). Intermittent theta burst stimulation to the left dorsolateral prefrontal cortex improves working memory of subjects with methamphetamine use disorder. Psychological Medicine, 1-10. (JCR Q1)
  • Xie, Y, Li, Y*, Nie, L, Zhang, W, Ke, Z, & Ku, Y* (2021). Cognitive enhancement of repetitive transcranial magnetic stimulation in patients with mild cognitive impairment and early Alzheimer's Disease: a systematic review and meta-analysis. Frontiers in Cell and Developmental Biology, 9:734046. (JCR Q1)
  • Hao, Y.#, Li, X.#, Zhang H. *, & Ku Y* (2021). Free-recall benefit, inhomogeneity and between-item interference in working memory. Cognition, 214:104739. (中科院大类一区Top, JCR Q1)
  • Wang, Y., Chen, J., & Ku Y* (2021). Subliminal affective priming effect: Dissociated processes for intense versus normal facial expressions. Brain and Cognition, 148, 105674. 
  • Lu, Z, & Ku Y*  (2020). NeuroRA: A Python Toolbox of Representational Analysis From Multi-Modal Neural Data. Frontiers in Neuroinformatics, 14, 99–15. (JCR Q1)
  • Li G, Wu R, Tong R, Bo B, Zhao Y, Gillen KM, Spincemaillle P, Ku Y, Du Y, Wang Y, Wang X, Li J. (2020) Quantitative Measurement of Metal Accumulation in Brain of Patients with Wilson' s Disease. Movement Disorders, 35(10), 1787–1795. (中科院大类一区Top，JCR Q1)
  • Wang S, Itthipuripat S* & Ku Y* (2020). Encoding strategy mediates the effect of electrical stimulation over posterior parietal cortex on visual short-term memory. Cortex, 128, 203–217. (JCR Q1)
  • Ku Y *, Yuan T * (2020). “Transient” or “Persisitent” coding for working memory. Neuroscience Bulletin, 14, 477. 
  • Zhao, Y., Kuai, S., Zanto, T. P., & Ku Y * (2020). Neural Correlates Underlying the Precision of Visual Working Memory. Neuroscience, 425, 301–311.
  • Cai Y, Mao Y, Ku Y*, Chen J* (2020). Holistic integration in the processing of Chinese characters as revealed by EEG frequency tagging. Perception, 49(6), 658–671.
  • Wang S#, Itthipuripat S#, and Ku Y*, (2019) Electrical stimulation over human posterior parietal cortex selectively enhances the capacity of visual short-term memory. Journal of Neuroscience. 39(3):528-536. (中科院大类一区Top, JCR Q1)
  • Li G, Zhai G, Zhao X, An H, Spincemaille P, Gillen K, Ku Y, Wang Y, Huang D, Li J, (2019) 3D texture analyses within the substantia nigra of Parkinson‘s disease patients on quantitative susceptibility maps and R2* maps. NeuroImage. 188:465-472. (中科院大类一区Top, JCR Q1)
  • Deng, X, Sang, B*, Ku Y*, & Sai, L (2019). Age-Related Differences in the Late Positive Potential during Emotion Regulation between Adolescents and Adults. Scientific Reports, 9(1)5738.
  • Ma, T., Sun, Y., and Ku, Y. (2019). Effects of Non-invasive Brain Stimulation on Stimulant Craving in Users of Cocaine, Amphetamine, or Methamphetamine: A Systematic Review and Meta-Analysis. Frontiers in Neuroscience, 13, 357. http://doi.org/10.3389/fnins.2019.01095.s002
  • Shen, F., Chen, X., Li, J., Cao, W., Ku, Y., Wu, J., Cui, Y., Wang, Z., Wang, H. and Kwok, S.C. (2019). Mnemonic vulnerability induced by post-activation time-dependent new-learning. Neurobiology of Learning and Memory, 164:107047.
  • Zhao D, Zhou Y, Bodner M, Ku Y*, (2018) The Causal Role of the Prefrontal Cortex and Somatosensory Cortex in Tactile Working Memory. Cerebral Cortex. 28(10):3468-3477. (中科院大类一区Top, JCR Q1)
  • Zhao D, Ku Y*, (2018) Dorsolateral prefrontal cortex bridges bilateral primary somatosensory cortices during cross-modal working memory. Behvioural Brain Research. 350:116-121. 
  • Gui P #, Li J #, Ku Y #, Li L, Li, X, Zhou X, Bodner M, Lenz FA, Dong XW, Wang L, Zhou YD (2018). Neural Correlates of Feedback Processing in Visuo-Tactile Crossmodal Paired-Associate Learning. Frontiers in Human Neuroscience, 12, 266.
  • Ku Y*, (2018) Selective attention on representations in working memory: cognitive and neural mechanisms. PeerJ. 6:e4585 
  • Zhang Y, Wang Y, Ku Y*, (2018) Hypnotic and non-hypnotic suggestion to ignore pre-cues decreases space-valence congruency effects in highly hypnotizable individuals. Consciousness and Cognition, 65, 293–303.
  • Gui P#, Ku Y#, Li L, Li X, Bodner M, Lenz FA, Wang L, Zhou YD (2017). Neural correlates of visuo-tactile crossmodal paired-associate learning and memory in humans. Neuroscience. 362(24):181-195. 
  • Wang M, Hao N*, Ku Y*, Grabner RH, & Fink A, (2017) Neural correlates of serial order effect in verbal divergent thinking. Neuropsychologia, 99, 92-100. (JCR Q1)
  • Pan Y, Li X, Chen X, Ku Y, Dong Y, Dou Z, He L, Hu Y, Li W, Zhou X, (2017) ERPs and oscillations during encoding predict retrieval of digit memory in superior mnemonists. Brain and Cognition. 117:17-25. 
  • Ericsson KA, Cheng XJ, Pan YF, Ku Y, Ge Y, Hu Y*. (2017). Memory skills mediating superior memory in a world-class memorist. Memory. 25(9):1294-1302. 
  • Civile C, Verbruggen F, McLaren R, Zhao D, Ku Y, McLaren IPL, (2016) Switching off perceptual learning: Anodal tDCS to left DLPFC eliminates perceptual learning in humans. Journal of Experimental Psychology: Animal Behavior Processes. 42(3):290-296. 
  • Hao N, Ku Y#, Liu M, Hu Y, Bodner M, Grabner RH, Fink A, (2016). Reflection enhances creativity: Beneficial effects of idea evaluation on idea generation. Brain and Cognition. 103:30-37. 
  • Wang L, Gui P, Li L, Ku Y, Bodner M, Fan G, Zhou Y-D, and Dong X, (2016) Neural correlates of heat-evoked pain memory in humans. Journal of Neurophysiology. 115(3):1596-1604. 
  • Ku Y *, Zhao D, Bodner M, and Zhou Y-D, (2015) Cooperative processing in primary somatosensory cortex and posterior parietal cortex during tactile uni-modal working memory. European Journal of Neuroscience. 42(3):1905-1911.
  • Hsu WY, Ku Y, Zanto T, Gazzaley A, (2015) Effects of non-invasive brain stimulation on cognitive function in healthy aging and Alzheimer's disease: a systematic review and meta-analysis. Neurobiology of Aging. 36(8):2348-2359. 
  • Ku Y*, Feature-based and object-based attention orientation during short-term memory maintenance. Journal of Neurophysiology. 114(6):3036-3038. 
  • Ku Y*, Zhao D, Hao N, Hu Y, Bodner M, and Zhou Y-D, (2015) Sequential Roles of Primary Somatosensory Cortex and Posterior Parietal Cortex in Tactile-Visual Cross-modal Working Memory: A Single-pulse Transcranial Magnetic Stimulation (spTMS) Study.  Brain Stimulation. 8(1):88-91. (中科院大类一区Top, JCR Q1)
  • Ku Y*, van Schouwenburg M, (2015) Explaining attention-related changes in behavior and electroencephalography data through computational modeling, Journal of Neurophysiology. 114(4):2087-2089. 
  • Sai L, Wang S, Ku Y*, Sang B *, (2015) Individual Differences in the Habitual Use of Cognitive Reappraisal Predict the Reward-related Feedback Negativity, Frontiers in Psychology. 6:1256. 
  • Li X, Cheng X, Li J, Pan Y, Hu Y, Ku Y*, (2015) Examination of Mechanisms Underlying Enhanced Memory Performance in Action Video Game Players: A Pilot Study, Frontiers in Psychology. 6:843. 
  • Ku Y*, Bodner M, and Zhou Y-D. (2015) Prefrontal Cortex and Sensory Cortices during Working Memory: Quantity and Quality.  Neuroscience Bulletin. 31(2): 175-182. 
  • Hao N, Liu M, Ku Y, Hu Y, & Runco MA (2015) Verbal divergent thinking facilitated by a pleasurable incubation interval. Psychology of Aesthetics, Creativity, and the Arts. 9:286-295. (JCR Q1)

 

受邀撰写的专著章节：

  • Ku, Y.* & Zhou, Y. (2024). Advances of Multisensory Integration in the Brain. Advances in Experimental Medicine and Biology, 1437, 91–100. https://doi.org/10.1007/978-981-99-7611-9_6

 

近期发表的中文期刊论文：

  • 梁佳琳，谢烨，库逸轩 *，（2021）精神分裂症的脑网络特征与症状的联系，生理学报 73(3): 446-458.
  • 李婉如，库逸轩 *，（2020）急性应激影响工作记忆的生理心理机制，心理科学进展 28(9): 1508-1524.
  • 库逸轩（2019）工作记忆的认知神经机制，生理学报 71(1): 173-185.
  • 王思思，库逸轩 *，（2018）右侧背外侧前额叶在视觉工作记忆中的因果性作用，心理学报 50 (7): 727-738.
  • 刘志英，库逸轩 *，（2017）知觉表征精度对工作记忆中抑制干扰能力的影响，心理学报 49 (10): 1247-1255.

 

近期发表的中文期刊论文：

  • 梁佳琳，谢烨，库逸轩 *，（2021）精神分裂症的脑网络特征与症状的联系，生理学报 73(3): 446-458.
  • 李婉如，库逸轩 *，（2020）急性应激影响工作记忆的生理心理机制，心理科学进展 28(9): 1508-1524.
  • 库逸轩（2019）工作记忆的认知神经机制，生理学报 71(1): 173-185.
  • 王思思，库逸轩 *，（2018）右侧背外侧前额叶在视觉工作记忆中的因果性作用，心理学报 50 (7): 727-738.
  • 刘志英，库逸轩 *，（2017）知觉表征精度对工作记忆中抑制干扰能力的影响，心理学报 49 (10): 1247-1255.