基本信息
曾毅 男 自动化研究所
电子邮件:yi.zeng@ia.ac.cn
通信地址:北京市海淀区中关村东路95号
邮政编码:100190
个人主页:http://bii.ia.ac.cn/~yizeng/

研究领域

实现并超越人类水平的智能是人工智能研究的终极目标。世界上除了人脑以外,目前没有任何一个智能系统能够高度协同多模态感知、决策、推理、预测、语言、动作等认知能力,具有高度自适应性、自主学习能力,并稳定工作至少几十年。因此,研究脑信息处理原理,构建类脑智能计算模型,最终应用于人工智能系统研发,是实现人类水平智能系统,最终超越人类智能的重要途径。

我的主要研究领域围绕类脑智能研究展开。主要涉及:类脑认知计算模型、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。

招生信息

   
招生专业
081104-模式识别与智能系统
招生方向
类脑智能

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

现任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
社会兼职
2016-08-30-今,Cognitive Systems Research (Elsevier), Associate Editor
2015-04-05-今,Computational Cognitive Science (Springer), Associate Editor

教授课程

类脑智能导论

出版信息

   
发表论文
(1) A Computational Approach towards the Microscale Mouse Brain Connectome from the Mesoscale, Journal of Integrative Neuroscience, 2017, 第 2 作者
(2) Improving Multi-layer Spiking Neural Networks by Incorporating Brain-inspired Rules., SCIENCE CHINA Information Sciences, 2017, 第 1 作者
(3) A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle, IEEE Transactions on Cognitive and Developmental Systems, 2017, 第 1 作者
(4) HCNN: A Neural Network Model for Combining Local and Global Features towards Human-like Classification, International Journal of Pattern Recognition and Artificial Intelligence, 2016, 第 2 作者
(5) 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
(6) 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
(7) 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
(8) 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
(9) Parallel Brain Simulator: A Multi-scale and Parallel Brain-inspired Neural Network Modeling and Simulation Platform, Cognitive Computation, 2016, 通讯作者
(10) 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
(11) 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
(12) Biologically Inspired Deep Stereo Model, Proceedings of the 2015 IEEE International Conference on Image Processing (ICIP 2015), 2015, 第 2 作者
(13) Neural Spike Prediction based on Spreading Activation, BMC Neuroscience, 15(Suppl 1): P7, 2014, 第 2 作者
(14) Neural Pathway Prediction based on Multi-neuron Spike Train Data, BMC Neuroscience, 15(Suppl 1): P6, 2014, 第 1 作者
(15) Active Recommendation of Tourist Attractions based on Visitors Interests and Semantic Relatedness, Lecture Notes in Computer Science, 2014, 第 1 作者
(16) Neuronal Morphology Modeling Based on Microscopy Reconstruction Data in the Public Repositories, Lecture Notes in Artificial Intelligence, 2014, 第 1 作者
(17) Automatic Recovery of Z-Jumps for Neuronal Morphology Reconstruction, Frontiers in Neuroinformatics. Conference Abstract, 2014, 第 1 作者
(18) 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
(19) Linking Entities in Short Texts based on a Chinese Semantic Knowledge Base, Communications in Computer and Information Science, 2013, 第 1 作者
(20) 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
(21) 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
(22) 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