Proceedings of the Artificial Neural Networks in EngineeringConference, November 15-18, 1992, in St. Louis, Missouri. Thepapers in this volume are grouped into four categories: ArtificialNeural Network Architectures; Pattern Recognition; Neuro-Control;and Neuro-Engineering Systems. Contents include: A NeuralNetwork-Based Predictor for MIMO Systems, Stable Equilibrium Statesof LYAM System, Adaptive Critic and Chemotaxis in Adaptive Control,Human Learning and Neural Network Learning, Neural NetworkRepresentation of Defuzzification, Weapons Target AssignmentAccessibility Using Neural Networks, Fuzzy and Crisp HandwrittenCharacter Recognition Using Neural Networks, A Neural Network-BasedObject Identification System, Artificial Neural NetworkArchitectures for Human Face Detection, Robust Control of MultipleRobots with Redundancy Using Neural Network, Autonomous UnderwaterVehicle Control by Neural Network, Neural Network Sensor Fusion forSecurity Applications, Neural Nets in Rotor Balancing, DiagnosingFaults in Circuit Boards--A Neural Net Approach, Neural Networks asa Tool for Structural Safety Assessment, and Performance of a4-Valued Neural Network Multiplier. @By: C.H. Dagli, L.I. Burke andY.C. Shin