Title :
ANNIE: a simulated neural network for empirical studies and application prototyping
Author :
Huxhold, Wendy L. ; Henson, Troy F. ; Bowman, J. Dan
Author_Institution :
IBM Corp., Houston, TX, USA
Abstract :
Provides background information on the theory and applications of neural networks, and define the role of a simulated neural network package ANNIE (Artificial Neural Network Integrated Environment) which the authors developed in order to support their theoretical studies with empirical investigations and to prototype applications. Then they discuss the development of ANNIE, including a description of the user environment and the validation procedure. Finally, they present results of their application prototyping activities in the areas of communication system signal detection and robot manipulator control
Keywords :
manipulators; neural nets; signal detection; software prototyping; virtual machines; ANNIE; Artificial Neural Network Integrated Environment; application prototyping; communication system signal detection; robot manipulator control; simulated neural network package; user environment; validation procedure; Artificial neural networks; Communication system control; Communication systems; Manipulators; Neural networks; Packaging; Prototypes; Robot control; Signal detection; Virtual prototyping;
Conference_Titel :
Simulation Symposium, 1992. Proceedings., 25th Annual
Conference_Location :
Orlando, FL
Print_ISBN :
0-8186-2765-4
DOI :
10.1109/SIMSYM.1992.227583