- 1 Introduction Objectives 1-1
- The purpose of this paper is to provide a quick overview of neural networks and to explain how they can be used in control systems. We introduce the multilayer perceptron neural network and describe how it can be used for function approximation.
- 686 IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 20, NO. 4, APRIL 2009 Spurious Valleys in the Error Surface of Recurrent
- The purpose of this tutorial is to provide a quick overview of neural networks and to explain how they
- 14 Dynamic Networks Objectives 14-1
- 2 Neuron Model and Network Architectures
- Pattern Recognition Case Study
- BEYOND THE Ph.D.: BEING A POSTDOC
- Welcome to ECE! Keith A. Teague, PhD, PE
- Dynamic Networks Dynamic Networks
- Recursive Orthogonal Least Squares Learning with Automatic Weight Selection for Gaussian Neural Networks
- Simultaneous fitting of a potential-energy surface and its corresponding force fields using feedforward neural networks
- TRAINING RECURRENT NETWORKS FOR FILTERING AND CONTROL
- Training Multi-loop Networks Roger L. Schultz, roger.schultz@halliburton.com, Halliburton Energy Services
- On-line Least-Squares Training For The Underdetermined Case Roger L. Schultz, roger.schultz@halliburton.com, Halliburton Energy Services
- Optimal Use of Regularization and Cross-validation in Neural Network Modeling
- This paper describes the application of Baye-sian regularization to the training of feedforward neural
- A MODULAR CONTROL SYSTEMS LABORATORY Martin T. Hagan and Carl D. Latino
- 3 An Illustrative Example Objectives 3-1
- 13 Generalization Objectives 13-1
- Generalization Generalization
- 22 Practical Training Issues Objectives 22-1
- Practical Training Issues Network Training Steps
- 23 Case Study 1: Function Approximation
- Function Approximation Case Study
- 25 Case Study 3: Pattern Recognition
- Introduction Objectives 1-1
- Why you should care about writing research papers Unwritten Rule #1: If you don't publish it, you haven't done it.
- 4 Perceptron Learning Rule Objectives 4-1
- Missile Roll Control We wish to design a feedback controller for a missile, using hydraulic-powered ailerons, that will
- Homework #2, ECEN/MAE 6453 1 Consider the following function of two variables
- Thermal Capacitance Perfect Insulator