Title :
A study of a neural-fuzzy network method for recognising change in neuronal discharge patterns
Author :
Xu, Zheng-Ming ; Butler, Emest G. ; Horne, Malcolm K.
Author_Institution :
Dept. of Anatomy, Monash Univ., Clayton, Vic., Australia
Abstract :
A neural-fuzzy network was applied to detect changes in neuronal discharge patterns. The network was firstly trained by a set of input-output data to simulate the classification processing of neuronal discharge patterns assessed by experienced researchers. A second set of data was then used to test the network. Both train and test data were recorded from the cerebellar thalamus of a conscious monkey performing voluntary wrist movements. The preliminary result illustrates that the neural-fuzzy network has potential advantages in classification of neuronal discharge patterns
Keywords :
bioelectric potentials; electroencephalography; fuzzy neural nets; learning by example; medical signal processing; neurophysiology; pattern classification; cerebellar thalamus; change recognition; classification processing; conscious monkey; input-output data; neural-fuzzy network method; neuronal discharge patterns; test data; training; voluntary wrist movements; Anatomy; Biological neural networks; Fuzzy logic; Inspection; Intelligent networks; Medical simulation; Pattern recognition; Performance evaluation; Testing; Wrist;
Conference_Titel :
Bioelectromagnetism, 1998. Proceedings of the 2nd International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-3867-7
DOI :
10.1109/ICBEM.1998.666372
