Report title: seabet app download representation and deep neural network in seabet app download space
Report time: May 28, 4:30 pm
Reporting location: Computer Building 313 seabet app download school headquarters
Reporter: seabet app download Lu Jiancheng
Abstract:
In order to better study the essential characteristics of data in space，We usually introduce some mathematical structures。The structural characteristics of data in space reflect the essential characteristics of data。With the help seabet app download structure of data in space，The neural network method realizes the expression of various essential characteristics of data in space。According to different goals (supervised learning)，The neural network can obtain the essential expression seabet app download data that maximizes the goal；Also based on different underlying mechanisms (unsupervised learning)，The neural network can obtain the essential expression that satisfies the mechanism。This report will introduce the structure of data distribution in space，Feature expression of neural network，And some of our related work。
About the speaker:
Dean of the School of Computer Science (School of Software), Sichuan University、seabet app download、Doctoral Supervisor。Winner of National Outstanding Youth Fund，Recipient of the Ministry of Education’s “New Century Excellent Talents” Support Program，Member of Youth Working Committee of China Computer Federation，Member of the Pattern Recognition and Artificial Intelligence Committee of the China Computer Federation，Member of the Machine Learning Committee of the Chinese Artificial Intelligence Society，“Academic and Technical Leader” in Sichuan Province，“Excellent Experts with Outstanding Contributions” in Sichuan Province。Research direction: neural network、Machine learning and big data analysis。
Study under IEEE Fellow、seabet app download Zhang Yi has been studying neural networks for more than ten years。Research results in IEEE TNN, IEEE TFS, IEEE TSMC, IEEE TNNLS, IEEE TSP and other journals and AAAI, IJCAI, Published at important international conferences such as IJCNN。Published an English monograph "Subspace Learning of Neural Networks"。Won the first prize of the Natural Science Award of the Ministry of Education in 2012，Won the first prize of Sichuan Province Science and Technology Progress Award in 2011，Won the CCF Outstanding Doctoral Thesis Award in 2007。Served as IEEE Trans from January 2015 to present. Neural Networks and Learning Systems Editorial Board (Associate Editor)。
