Teaching

VIDEO LINKS TO CLASS LECTURES 2015

Modeling and Signal Analysis for Neuroscientists (CPNS32111; BIOS24408)

Lecture 1 (Wim van Drongelen)
Introduction: Signals, Measurement (CH 1 and 2)

Lecture 2 (Wim van Drongelen)
Measurement and Noise (CH2 and 3)

Lecture 3 (Wim van Drongelen)
Signal Averaging, Time and Frequency Domain Analysis (CH 4 and 5)

Lecture 4 (Wim van Drongelen)
Frequency Domain Analysis: The Real and Complex Fourier Series (CH 5)

Lecture 5A (Wim van Drongelen)Frequency Domain Analysis: The Fourier Transform and Power Spectrum (CH 6 and 7; ch 1)

Lecture 5B (Wim van Drongelen)
2D-Fourier Transform & applications to medical imaging(CT,MRI) 

Lecture 6 (Wim van Drongelen)Frequency Domain Analysis: The Power Spectrum, Lomb's Algorithm and Multi-Taper Estimate (CH 7 )

Lecture 7 (Wim van Drongelen)
LTI Systems, Convolution, Correlation, and Coherence (CH 8)

Lecture 8 (Jyothsna Suresh, Sofija Canavan, Wim van Drongelen)
Examples of Correlation and Coherence. Laplace and z-Transforms (CH 8 and 9)

Lecture 9 (Wim van Drongelen)
Filters 1: Introduction and Demonstration (CH 10 and 11)

Lecture 10 (Wim van Drongelen)
Filters 2: Filter Specifications and Digital Filters (CH 12 and 13)

Lecture 11 (Wim van Drongelen) Kalman Filter 

Lecture 12 (Wim van Drongelen)
Wavelet Analysis (CH 15 and 16)

Lecture 13 (Wim van Drongelen)
Wavelet Analysis, Nonlinear Systems (CH 16, 17, ch 2)

Lecture 14 (Wim van Drongelen)
Volterra Series (ch 2 and 3)

Lecture 15 (Wim van Drongelen)
Volterra and Wiener Series (ch 3 and 4)

Lecture 16 (Wim van Drongelen)
Wiener Series (ch 4, 5 and Recio-Spinoso et al. (2005)

Lecture 19 (Prof. J D Cowan)
The Wilson-Cowan Equations (Wilson and Cowan, 1972)

Lecture 21 (Wim van Drongelen)
Bifurcations 

Lecture 22 (Wim van Drongelen)
Ordinary Differential Equations 

Lecture 28 (Wim van Drongelen)
Principal Component Analysis and its Applications 


The following books are used while I teach this course.

2007.jpg

Download MATLAB code associated with this book HERE

Figures (in color) associated with this book here-
Chptrs_1_2_3.zip
Chptrs_4_5.zip
Chptrs_6_7_8.zip
Chptrs_9_10_11_12_13.zip
Chptrs_14_15.zip
Chptrs_16_17_Appendix.zip

 

2010.jpg

Download MATLAB code associated with this book HERE
 

Figures (in color) associated with this book here-
Chptrs_1_2.zip
Chptrs_3_Part1.zip
Chptrs_3_Part2.zip
Chptrs_4.zip
Chptrs_5.zip
Chptrs_6_Part1.zip
Chptrs_6_Part2.zip
Chptrs_6_Part3.zip
Chptrs_6_Part4.zip
Chptrs_6_Part5_Chptr7.zip
Chptrs_Appendix.zip