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Chapter 2: Introduction to Point Processes
www.stat.columbia.eduNeural spike trains are described by temporal point processes because the spike events are localized in time. It is also possible to use point process theory to model data that is localized at a discrete set of locations in space or in both space and time. These models are called spatial and spatiotemporal point processes respectively.
Theoretical Neuroscience
www.gatsby.ucl.ac.uk4 Information Theory 123 4.1 Entropy and Mutual Information 123 4.2 Information and Entropy Maximization 130 4.3 Entropy and Information for Spike Trains 145 4.4 Chapter Summary 149 4.5 Appendix 150 4.6 Annotated Bibliography 150 II Neurons and Neural Circuits 151 5 Model Neurons I: Neuroelectronics 153 5.1 Introduction 153