Title :
Excerpts of research in brain sciences and neural networks in Singapore
Author :
Rajapakse, Jagath C. ; Srinivasan, Dipti ; Er, Meng Joo ; Huang, Guang-Bin ; Wang, Lipo
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
Abstract :
We summarize some of the key research areas in brain sciences and neural networks that have recently been or are being worked on by researchers in Singapore. Researchers in Singapore are developing theory of neural networks, notably improved radial basis function networks, fuzzy neural networks, and fast learning neural networks. Applications of neural networks include bioinformatics, multimedia, data mining, and communications. Researchers are also working with neurophysiologists on functional brain imaging and brain disease analysis.
Keywords :
brain models; fuzzy neural nets; learning (artificial intelligence); neurophysiology; patient care; radial basis function networks; research and development; brain disease analysis; brain sciences; fast learning neural networks; functional brain imaging; fuzzy neural networks; neural networks; neurophysiologists; radial basis function networks; Bioinformatics; Biological neural networks; Biomedical signal processing; Brain; Chaotic communication; Computer networks; Data mining; Erbium; Fuzzy systems; Intelligent networks;
Conference_Titel :
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
Print_ISBN :
0-7803-8359-1
DOI :
10.1109/IJCNN.2004.1379932