Acceleration of learning in hybrid neural networks: A novel approach for the design of brain chaosmakers
Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136) - Tập 1 - Trang 687-690 vol.1
Tóm tắt
Epileptic seizures correspond to episodes of increased rhythmicity of the normally chaotic activity in biological neural networks. We propose to use hybrid neural networks where artificial neural networks are used to control the biological neural networks by learning their different states. The learning is dramatically accelerated when using a conjugate gradient method in conjunction with the Fletcher-Reeves method of optimization.
Từ khóa
#Acceleration #Intelligent networks #Biological neural networks #Chaos #Artificial neural networks #Character generation #Epilepsy #Optimization methods #Voltage #Biomedical engineeringTài liệu tham khảo
10.1038/363411a0
fletcher, 1990, Practical Methods of Optimization
10.1038/370615a0
10.1142/S0218127492000653