个人简历

招生专业
081104-模式识别与智能系统
招生方向
类脑智能
脑认知计算建模
人工智能哲学与伦理
教育背景
学历
博士研究生学历
学位
工学博士学位
工作经历
中国科学院自动化研究所 研究员、类脑智能研究中心副主任、中英人工智能伦理与治理研究中心联合主任
中国科学院大学 岗位教授 博士生导师
中国科学院脑科学与智能技术卓越创新中心青年骨干

教授课程
人工智能哲学与伦理
系统与计算神经科学
类脑智能导论

研究领域

"(1) 类脑认知计算模型: 类脑脉冲神经网络、类脑人工神经网络、类脑自主学习理论与算法，并将上述研究成果应用于类脑信息处理、类脑智能机器人的研究中。
(2) 人工智能伦理与治理：研究不同人工智能模型存在的风险、安全、伦理问题，并通过算法落地的形式研究低风险、高度安全、具有道德与伦理的有益人工智能模型。"

近期论文

（1） Temporal-Sequential Learning with a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory, Frontiers in Computational Neuroscience, 2020, 通讯作者
（2） Computational Investigation of Contributions from Different Subtypes of Interneurons in Prefrontal Cortex for Information Maintenance, Scientific Reports, 2020, 通讯作者
（3） Species Classification for Neuroscience Literature Based on Span of Interest Using Sequence-to-sequence Learning Model, Frontiers in Human Neuroscience, 2020, 通讯作者
（4） Overcoming Barriers to Cross-cultural Cooperation in AI Ethics and Governance, Philosophy & Technology, 2020, 第 4 作者
（5） A Brain-inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging, IEEE Transactions on Cognitive and Developmental Systems, 2020, 通讯作者
（6） A Neural Algorithm for Drosophila Linear and Nonlinear Decision-making, Scientific Reports, 2020, 通讯作者
（7） A Brain-Inspired Model of Theory of Mind, Frontiers in Neurorobotics, 2020, 通讯作者
（8） GLSNN: A Multi-layer Spiking Neural Network based on Global Feedback Alignment and Local STDP Plasticity, Frontiers in Computational Neuroscience, 2020, 通讯作者
（9） Dynamic Fusion of Convolutional Features based on Spatial and Temporal Attention for Visual Tracking, Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN 2019), 2019, 通讯作者
（10） Training a V1 Like Layer Using Gabor Filters in Convolutional Neural Networks, Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN 2019), 2019, 通讯作者
（11） Biological Neuron Coding Inspired Binary Word Embeddings, Cognitive Computation, 2019, 通讯作者
（12） A Fast Contour Detection Model Inspired by Biological Mechanisms in Primary Vision System, Frontiers in Computational Neuroscience, 2018, 通讯作者
（13） A Plasticity-centric Approach to Train the Non-differential Spiking Neural Networks, The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2018, 通讯作者
（14） Brain-inspired Balanced Tuning for Spiking Neural Networks, The 27th International Joint Conference on Artificial Intelligence (IJCAI-18), 2018, 通讯作者
（15） Efficient Coding Matters in the Organization of the Early Visual System, Neural Networks, 2018, 通讯作者
（16） A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle, IEEE Transactions on Cognitive and Developmental Systems, 2018, 第 1 作者
（17） A Brain-inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle, Frontiers in Neurorobotics, 2018, 通讯作者
（18） A Brain-inspired Decision Making Model based on Top-down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations, Cognitive Computation, 2018, 通讯作者
（19） Towards Robot Self-consciousness (II): Brain-inspired Robot Bodily Self Model for Self-Recognition, Cognitive Computation, 2018, 第 1 作者
（20） A Computational Approach towards the Microscale Mouse Brain Connectome from the Mesoscale, Journal of Integrative Neuroscience, 2017, 通讯作者
（21） Improving Multi-layer Spiking Neural Networks by Incorporating Brain-inspired Rules., SCIENCE CHINA Information Sciences, 2017, 第 1 作者
（22） Towards a Brain-inspired Developmental Neural Network by Adaptive Synaptic Pruning, Proceedings of the 24th International Conference on Neural Information Processing (ICONIP 2017), 2017, 通讯作者
（23） A Quaternionic Rate-based Synaptic Learning Rule Derived from Spike-Timing Dependent Plasticity, Lecture Notes in Computer Science, 2017, 通讯作者
（24） HCNN: A Neural Network Model for Combining Local and Global Features towards Human-like Classification, International Journal of Pattern Recognition and Artificial Intelligence, 2016, 通讯作者
（25） 类脑智能研究的回顾与展望, Retrospect and Outlook of Brain-inspired Intelligence Research, 计算机学报, 2016, 第 1 作者
（26） 类脑智能研究现状与发展思考, Research Status and Developments of Brain-inspired Intelligence, 中国科学院院刊, 2016, 第 3 作者
（27） A Spiking Neural Network Based Autonomous Reinforcement Learning Model and Its Application in Decision Making, Lecture Notes in Computer Science, 2016, 第 2 作者
（28） Towards Robot Self-Consciousness (I): Brain-inspired Robot Mirror Neuron System Model and Its Application in Mirror Self-Recognition, Lecture Notes in Computer Science, 2016, 第 1 作者
（29） Parallel Brain Simulator: A Multi-scale and Parallel Brain-inspired Neural Network Modeling and Simulation Platform, Cognitive Computation, 2016, 通讯作者
（30） Biological Neural Network Structure and Spike Activity Prediction based on Multi-neuron Spike Train Data, International Journal of Intelligence Science, 2015, 第 2 作者
（31） HEVS: A Hierarchical Computational Model for Early Stages of the Visual System, Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), 2015, 第 3 作者
（32） Biologically Inspired Deep Stereo Model, Proceedings of the 2015 IEEE International Conference on Image Processing (ICIP 2015), 2015, 第 2 作者
（33） Neural Spike Prediction based on Spreading Activation, BMC Neuroscience, 15(Suppl 1): P7, 2014, 第 2 作者
（34） Neural Pathway Prediction based on Multi-neuron Spike Train Data, BMC Neuroscience, 15(Suppl 1): P6, 2014, 第 1 作者
（35） Active Recommendation of Tourist Attractions based on Visitors Interests and Semantic Relatedness, Lecture Notes in Computer Science, 2014, 第 1 作者
（36） Neuronal Morphology Modeling Based on Microscopy Reconstruction Data in the Public Repositories, Lecture Notes in Artificial Intelligence, 2014, 第 1 作者
（37） Automatic Recovery of Z-Jumps for Neuronal Morphology Reconstruction, Frontiers in Neuroinformatics. Conference Abstract, 2014, 第 1 作者
（38） Linked Neuron Data (LND): A Platform for Integrating and Semantically Linking Neuroscience Data and Knowledge, Frontiers in Neuroinformatics. Conference Abstract, 2014, 第 1 作者
（39） Linking Entities in Short Texts based on a Chinese Semantic Knowledge Base, Communications in Computer and Information Science, 2013, 第 1 作者
（40） Entity Conceptualization and Understanding based on Web-scale Knowledge Bases, Proceedings of the 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013), 2013, 第 1 作者
（41） CASIA-KB: A Multi-source Chinese Semantic Knowledge Base Built from Structured and Unstructured Web Data, Lecture Notes in Computer Science, 2013, 第 1 作者
（42） Statistical and Structural Analysis of Web-based Collaborative Knowledge Bases Generated from Wiki Encyclopedia, Proceedings of the 2012 IEEE/WIC/ACM International Conference on Web Intelligence, 2012, 第 1 作者
2020-08-07-今,AI & Ethics, Editorial Board Member
2020-03-14-今,联合国教科文组织(UNESCO)人工智能伦理特别专家组, 专家
2019-09-29-今,世界卫生组织(WHO)健康领域人工智能伦理与治理专家组, 专家
2019-09-24-今,Journal of Artificial Intelligence and Consciousness, Editorial Board Member
2019-02-15-今,科技部新一代人工智能治理委员会, 委员
2018-10-13-2019-10-13,世界经济论坛全球未来理事会, 价值、伦理与创新委员会委员
2016-08-28-2020-07-30,Cognitive Systems Research (Elsevier), Associate Editor