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    Table of contents - Pg. v

    Contents Preface . .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. xi About the Editor ... .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. xiii About the Contributors . .. .. .. .. .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. xv CHAPTER 1 1.1 1.2 1.3 Introduction................................................... 1 Background . .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 1 Motivation... .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 3 Overview and Roadmap .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 5 References .. .. .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 12 Detection and Classification of Extracellular Action Potential Recordings ............................... Introduction ... .. ... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. Spike Detection .... .. .. .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 2.2.1 Known Spike . .. .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 2.2.2 Unknown Spike .. .. .. .. .. .. .. .. .. ... .. .. .. .. .. .. .. 2.2.3 Practical Limitations ... .. .. .. .. .. ... .. .. .. .. .. .. .. 2.2.4 Transform-Based Methods .. .. .. ... .. .. .. .. .. .. .. CHAPTER 2 2.1 2.2 15 15 16 19 24 26 28