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Deutsche Grammatik
[26 Mar 2024]
Summary of some German grammatical rules.
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Integer Programming
[30 Oct 2023]
This set of notes includes formulation and solving techniques for integer programming, based on the MIT computing course.
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Structural Equation Modeling
[23 Jun 2023]
Some notes on SEM and specifically CFA methods
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Dynamic Causal Modelling
[14 Apr 2023]
Summary of DCM and rDCM methods.
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Graph Theory
[17 Mar 2022]
Summary of graph theory notes from GeeksforGeeks and relevant Wikipedia entries.
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diffusion weighted imaging (DWI) & diffusion tensor imaging (DTI)
[28 Jan 2022]
Summary of DWI and DTI principles, processing procedures and analysis.
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Interpreting backward models (Haufe et al. 2014)
[20 Sep 2021]
This set of notes include explanation and derivations for the backward model interpretation approach from Haufe et al. 2014.
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Chapter 6. Spectial Functions
[09 Sep 2021]
This set of notes is based on Chapter 6 in Numerical Recipes in C.
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DataLad Cheatsheet
[19 Aug 2020]
This set of notes include important DataLad (and related) commands, extracted from the DataLad Handbook INM7 version (~v0.12).
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Chapter 14. Statistical Description of Data
[02 Dec 2019]
This set of notes is based on Chapter 14 in Numerical Recipes in C.
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Useful Commands
[10 Oct 2019]
This set of notes include commands for Unix, Bash, Matlab, Python, etc. that I found useful or easily forgotten.
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Chapter 2. Solution of Linear Algebraic Equations
[19 Sep 2019]
This set of notes is based on Chapter 2 in Numerical Recipes in C.
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Distributions and Derivations
[17 Apr 2019]
This set of notes include information and derivations for some statistical distributions, including gamma distribution and the t-distribution.
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Relevance Vector Machine and Fast Implementation
[31 Jan 2019]
This set of notes include explanation and derivations for The Tipping 2001 paper on RVM and his 2006 paper on a fast implementation of RVM.
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Auto-Encoding Variational Bayes & Application to Biomedical Segmentation
[30 Jul 2018]
This set of notes include explanation and derivations for my Journal club presentation on 9 July 2018 (application), as well as some derivations for Minh’s presentation on 2 July 2018 (general).