Contents

• Preface
• 1 Introduction
  • 1.1 Motivation
  • 1.2 Requirements For the Library
  • 1.3 The Structure of This Report
  
  
• 2 Neural Network Theory
  • 2.1 Neural Networks
  • 2.2 Artificial Neural Networks
  • 2.3 Training an ANN
  
  
• 3 Analysis
  • 3.1 Usage Analysis
  • 3.2 Fixed Point Analysis
  • 3.3 Performance Analysis
  
  
• 4 Design and Implementation
  • 4.1 API Design
  • 4.2 Architectural Design
  • 4.3 Algorithmic Design
  • 4.4 Fixed Point Design
  • 4.5 Code Design
  
  
• 5 User's Guide
  • 5.1 Installation and Test
  • 5.2 Getting Started
  • 5.3 Advanced Usage
  • 5.4 Fixed Point Usage
  
  
• 6 Benchmarks
  • 6.1 The Libraries
  • 6.2 Quality Benchmark
  • 6.3 Performance Benchmark
  • 6.4 Benchmark Conclusion
  
  
• 7 Conclusion
  • 7.1 Future Work
  
  
• Bibliography
• A. Output from runs
  • A..1 Output from make runtest
  
  
• B. Source Code
  • B..1 The library
  • B..2 Test programs
  • B..3 Benchmark programs
  
  
• About this document ...