7 1/2 X 9 1/4 in Preface
1. Introduction
1.1 Biomedical Signal Processing: Objectives and Contexts
1.2 Basics of Bioelectr ical Signals
1.3 Signal Acquisition and Analysis
1.4 Performance Evaluation
2. The Electroencephalogram A Brief Background
2.1 The Nervous System
2.2 The EEG Electrical Activity Measured on the Scalp
2.3 Re cording Techniques
2.4 EEG Applications
3. EEG Signal Processing
3.1 Modeling the EEG Signal
3.2 Artifacts in the EEG
3.3 Nonparametric Spectral Analys is
3.4 Model-based Spectral Analysis
3.5 EEG S egmentation
3.6 Joint Time-Frequency Analysis
4. Evoked Potentials
4.1 Evoked Potential Modalities
4.2 Noise Characteristics
4.3 Noise Reduction by Ens emble Averaging
4.4 Noise Reduction by Linear Filtering
4.5 Single-Trial Analysis Using Basic Functions
4 .6 Adaptive Analysis Using Basis Functions
4.7 Wavelets