Title :
Numerical analysis of neural networks
Author_Institution :
Comput. Eng. & Res. Lab., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The dynamics of neural networks are usually described by nonlinear differential equations. Because of these nonlinearities, the equations cannot be exactly solved. The author presents numerical methods that can be employed to compute the solutions of interest. Although these methods are general, the conditions under which they are well behaved are developed in the specific context of neural networks.<>
Keywords :
neural nets; nonlinear differential equations; dynamics; neural networks; nonlinear differential equations; numerical analysis; numerical methods; Neural networks; Nonlinear differential equations;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118616
