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Introduction to Neural Data Analysis
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Introduction to Neural Data Analysis
Introduction to Python
Basic Programming in Python: Data Structures
Case Study: Nested Data Structures
Patterns, functions, and duck typing
Working with Array Data
Introduction to Data Frames
Point process data
A little point process theory
Estimating Poisson processes
The peri-stimulus time histogram
Exploring neural spike data
Analyzing neural spike data
Tabular data
Exploring table data
Analyzing table data
Image data
Exploring Image data
Analyzing Image data
Debugging
Debugging Practicum I
Debugging Practicum II
Modeling neural data
Fitting basic models
Fitting simulated models
Bibliography
Repository
Open issue
Index