个人信息
李佳佳
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系所:人工智能与自动化系 |
职称:副教授 |
职务:无 |
学科:控制科学与工程 |
电话: |
电子邮箱: |
lijiajia_dynamics@ xauat.edu.cn |
办公地点: |
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研究方向: |
非线性动力学与控制、建筑室内脑神经系统的感知建模、脑机接口与深度学习 |
教育背景
2007.9-2011.7,西安理工大学(西安),理论与应用力学,学士。
2012.9-2019.12,西安交通大学(西安),力学,硕博连读
2017.1-2018.12,耶鲁大学(美国),计算神经科学,博士联合陪养
工作经历
2019.12-至今,bv伟德国际1946,人工智能与自动化系,副教授;
主讲课程
本科:神经网络与深度学习、人机交互技术与脑机接口。
研究生:深度学习。
项目经历
主持:
(1)国家自然科学基金委员会,青年项目,12002251,基于多尺度的癫痫持续状态的动力学行为研究,2021.01至2023.12,24万元,主持
(2)陕西省教育厅,自然科学专项项目,21JK0710,基于大尺度皮层神经网络建模的神经元能量代谢动力学研究,2021.01至2022.12, 2万元,主持
参与:
(1)国家自然科学基金委员会,面上项目,1197020421,缺血性脑卒中大脑离子与能量代谢异常的动力学行为研究,2020.01至2023.12,63万元,参与
(2)国家自然科学基金委员会,面上项目,11472202,星形胶质细胞参与癫痫发作的动力学机制研究,2015.01至2018.12,86万元,参与
学术成果
一、出版教材
(1) 吴莹,李佳佳,独盟盟,于羊羊,胶质细胞调控神经系统癫痫发放的动力学机制,西安交通大学出版社. 2023
二、学术论文
[1] Jiajia Li, Duoyu Feng, Guozheng Xu, Jian Song*. Hierarchical features of brain EEG edge-centric networks predict mild brain injury. 2025CCC (EI).
[2] Linlin Wang, Xinye Tang, Jiajia Li*. A complex network-based study of brain attentional mechanisms under thermal comfort environment. 2025CCC (EI).
[3] Wang Linlin, Liu Xin, Li Fan, Li Jiajia*, Wu Ying. Research on Thermal Comfort Evaluation Method Based on Multiscale Entropy of Brain Networks[J]. Complex Systems and Complexity Science, 2025, 1-8 [2025-04-10].
[4] Li Jiajia, Feng Zhao, Zhao Liang. Dynamic Behavior Analysis of Electroencephalogram Information Transmission in Human Brain Default Mode Network[J]. Journal of Xi'an Jiaotong University, 2023,57(06): 18-28.
[5] Li J, Wang R, Lin P, Sanjuan MAF, Wu Y*. Multi-scale dynamics modeling of brain physiological functions and pathological mechanisms. Front. Neurosci. 17: 1275481 (2023).
[6] Jiajia Li, Peihua Feng, Liang Zhao, Junying Chen, Mengmeng Du, Jian Song, Ying Wu. Transition behavior of the seizure dynamics modulated by the astrocyte inositol triphosphate noise. Chaos, 32, 113121 (2022).
[7] Yangyang Yu, Zhixuan Yuan, Jiajia Li, Ying Wu*. Dynamic analysis of epileptic seizures caused by energy failure after ischemic stroke. Chaos, Solitons and Fractals, 176 (2023) 114116.
[8] Jiajia Li*, Xuan Zhang, Mengmeng Du, Ying Wu*. Switching behavior of the gamma power in the neuronal network modulated by the astrocytes. Chaos, Solitons & Fractals, 2022, 159, 112135. (SCI, IF=9.922)
[9] Jiajia Li, Jian Song, Ning Tan, Chenglong Cao, Mengmeng Du, Shengjun Xu, Ying Wu*. Channel block of the astrocyte network connections accounting for the dynamical transition of epileptic seizures. Nonlinear Dynamics, 2021, 105, 3571–3583. (SCI, IF=5.022)
[10] Jiajia Li, Chong Liu, Zhao Feng, et al. The dynamical analysis of the electroencephalogram rhythm oscillation for the epileptic prediction. ICCEAI, 2022 July, Shijiazhuang, China. EI indexed.
[11] Khalaf A, Kronemer SI, Christison-Lagay K, Kwon H, Li J, Wu K, Blumenfeld H*. Early neural activity changes associated with stimulus detection during visual conscious perception. Cerebral Cortex, 2022, Advance online publication. (SCI, IF=5.357)
[12] Kwon H, Kronemer SI, Christison-Lagay KL, Khalaf A, Li J, Ding JZ, Freedman NC, Blumenfeld H*. Early cortical signals in visual stimulus detection. Neuroimage, 2021 Dec 1;244: 118608. (SCI, IF=6.556)
[13] Yangyang Yu, Zhixuan Yuan, Yongchen Fan, Jiajia Li*, Ying Wu*. Dynamic Transitions in Neuronal Network Firing Sustained by Abnormal Astrocyte Feedback. Neural Plasticity, 2020, 2020: 8864246. (SCI, IF=3.599)
[14] Yangyang Yu, Jiajia Li, Zhixuan Yuan et al. Dynamic Mechanism of Epilepsy Generation and Propagation After Ischemic Stroke. Nonlinear Dynamics, 2022, accepted.
[15] Jiajia Li, Sharif Kronemer, Wendy Herman, et al. Default mode and visual network activity in an attention task: Direct measurement with intracranial EEG[J]. Neuroimage, 2019, 201: 116003. (SCI, IF=6.556)
[16] Jiajia Li, Yong Xie, Yuguo Yu, et al. A neglected GABAergic astrocyte: Calcium dynamics and involvement in seizure activity[J]. Science China: Technological Science, 2017, 60. (SCI, IF=3.572)
[17] Jiajia Li, Shaobao Liu, Weiming Liu, et al. Suppression of firing activities in neuron and neurons of network induced by electromagnetic radiation[J]. Nonlinear Dynamics, 2016, 83(1): 801-810. (SCI, IF=5.022)
[18] Jiajia Li, Mengmeng Du, Rong Wang, et al. Astrocytic Gliotransmitter: Diffusion Dynamics and Induction of Information Processing on Tripartite Synapses[J]. International Journal of Bifurcation & Chaos, 2016, 26(8): 1650138. (SCI, IF=2.836)
[19] Jiajia Li, Jun Tang, Jun Ma, et al. Dynamic transition of neuronal firing induced by abnormal astrocytic glutamate oscillation[J]. Scientific Reports, 2016, 6: 32343. (SCI, IF=4.380)
[20] Jiajia Li, Rong Wang, Mengmeng Du, et al. Dynamic transition on the seizure-like neuronal activity by astrocytic calcium channel block[J]. Chaos Solitons & Fractals, 2016, 91: 702-708. (SCI, IF=3.764)
[21] Jiajia Li, Ying Wu*, Mengmeng Du, Weiming Liu. Dynamic behavior in firing rhythm transitions of neurons under electromagnetic radiation[J]. Acta Phys. Sin, 2015, 64(3): 30503. (SCI)
[22] Ying Wu*, Jiajia Li, Shaobao Liu, Jiazhi Pang, Mengmeng Du, Pan Lin. Noise-induced spatiotemporal patterns in Hodgkin–Huxley neuronal network[J]. Cognitive Neurodynamics, 2013, 7(5): 431. (SCI)
[23] Du M, Li J, Ying W, et al. A dynamics model of neuron-astrocyte network accounting for febrile seizures[J]. PLoS Computational Biology, 2022, 14(3): e1005877. (SCI)
[24] Mengmeng Du, Jiajia Li, Liang Chen, et al. Astrocytic Kir4.1 channels and gap junctions account for spontaneous epileptic seizure[J]. PLoS Computational Biology, 2018, 14(3): e1005877. (SCI)
[25] MengMeng Du, Jiajia Li, Yuan Zhixuan, et al. Astrocyte and ions metabolism during epileptogenesis: A review for modeling studies[J]. Chinese Phys B, 2020, 29 038701. (SCI)
[26] Mengmeng Du, Jiajia Li, Rong Wang, et al. The influence of potassium concentration on epileptic seizures in a coupled neuronal model in the hippocampus[J]. Cognitive Neurodynamics, 2016, 10(5): 1-10. (SCI)
[27] Rong Wang, Jiajia Li, Li Wang, et al. Application of complex network method to spatiotemporal patterns in a neuronal network[J]. Physica A: Statistical Mechanics and Its Applications, 2016, 463: 219-230. (SCI)
[28] Rong Wang, Jiajia Li, Mengmeng Du, et al. Transition of spatiotemporal patterns in neuronal networks with chemical synapses[J]. Communications in Nonlinear Science and Numerical Simulation, 2016, 40: 80-88. (SCI)
[29] Shaobao Liu, Ying Wu*, Jiajia Li, Yong Xie, Ning Tan, et al. The dynamic behavior of spiral waves in stochastic Hodgkin-Huxley neuronal networks with ion channel blocks[J]. Nonlinear Dynamics, 73 (2013) 1055. (SCI)
[30] Jiajia Li, Sharif Kronemer, Hunki Kwon, Christopher Micek, Jun Hwan Ryu, Mark Aksen, Wendy Herman, Ying Wu, Jason Gerrard, Dennis D. Spencer, Hal Blumenfeld*. Intracranial EEG topography of neural networks with transient and sustained shifts in attention. SfN’s (Society for Neuroscience) Annual Meeting, November 3rd, 2018, San Diego, CA, USA. (EI, ISTP, SCI indexed)
三、所获荣誉
(1)神经系统跨尺度动力学机理及大脑认知行为研究,2023年陕西高等学校科学技术一等奖,陕西省教育厅(3/8)
(2)神经系统动力学行为跨尺度研究.2018年度陕西科技进步二等奖,陕西省人民政府,参与
(3)从神经元到脑网络动力学行为研究.2017年度陕西高等学校科学技术奖一等奖,陕西省教育厅,参与
社会兼职
陕西省临床医学工程学会急诊医学分会常务委员、国内期刊《重庆科技大学学报》青年编委、国际著名杂志《Frontier in Neuroscience》客座副主编、《IEEE Transaction on Neural Networks and Learning Systems》、《Nonlinear Dynamics》、《Cognitive Neurodynamics》、《Neural Plasticity》、《BMC Neuroscience》等国际期刊审稿人。