NEC Lab
FM Band	Receiving Antenna Transmitting Antenna

Neural Lab
Introduction	Neural Network Neuron Activation Function Logic Operations Training Validation Weights Derivatives Regression Backpropagation
Mapping	Introduction AND Operation OR Operation OR Matlab XOR Operation Sine and Cosine Sine Matlab Applications Periodic and Non-Periodic Pre-Processing
Autoassociation	Introduction Sine Wave Sine Signal A Triangular Signal Sinc Sinc split Cardioid Rose Wave Converter Full Wave Rectifier
Classification	Introduction Numeric Classification Inclusive Classification Numeric Application SoftMax Cross Entropy Signal Classification Signal Application Reject Classification Noisy Classification Uniform Distributed Shape Classification Shape Application Signals in Frequency Phase Information Signals and FFT Shapes in Frequency Cross Validation Principal Components Neuro Controller Text Recognition Database URL
Unsupervised Training	Introduction Input Normalization Training Practical Case Review
Prediction	Introduction Simple Prediction Prediction Validation Trending Band Prediction Application
Probabilistic NN	Introduction PNN Operation Derivatives of z Output derivatives Training Number Classification Mapping
Complex ANN	Introduction Activation Function Output Derivatives Hidden Derivatives Signal Classification
Convolutional NN	Introduction Tensor Fully Connected Mapping Autoassociation Classification Pooling Striding Padding Conv Layer Locally Connected Structure Progressive Training Overnight runs MNIST
Deep Learning	Introduction Mapping Autoassociation Classification RBM Reconstruction Error Initial Weights Weights Penalty Sampling Units Contrastive Divergence Learning Rate Greedy Training Deep Autoassociation MNIST

Wintempla
List of Classes	Computer Graphics Common Object Model Compiler Cryptography Direct2D Fuzzy Logic Infinite Impulse Response Math and Optimization Multimedia Multithread Neural Networks Open GL Pdf SQL System Web Windows
Introduction	Program Microsoft Visual Studio MessageBox Variable Constant Variables GUI Variables Block Diagram Simple Calculator Dual Calculator Win32 C Sharp Java Arithmetic Operators Comments Native Code DPI Aware What is Wintempla
Text	Introduction Text Concatenation Formatting Parsing Special Characters
The Conditional IF	Boolean Algebra Simple if define if else return Nested if if else if
Sentence For	Introduction Incremental For Nested For Decremental For Two Variable For break continue Review
Sentence While	Introduction Do While Review
Sentence Switch	Introduction Switch and define
Debug	Introduction Breakpoint Watching Dependency Walker
Functions	Introduction Function Parameters Returning a value Variable Table Review Function Overloading References
Member Variables	Introduction Static Local Variables Review
Images	Introduction BMP JPG and PNG Icons Review ImageButton PPM Image GIF Image Processing Color Reduction PNG Windows Imaging Component Direct2D
Arrays	Introduction Cpp Arrays Java Arrays STL Review Vector and Valarray Iterators Sort and search
Matrix	Introduction Review
Random numbers	Introduction Standard Cpp Review
Text Manipulation	Introduction Copying Text Removing Text Comparing Text Review
Recursion	Introduction Review
Graphics	Introduction Pens Scroll Bars Brushes Text Lines Coordinate systems Bezier Curves Review Stock and System Clipping Gradient CustomControl Transparency Dynamic Bitmap The Printer Caret GDI Plus Java PDF
Pointers	Introduction Passing Pointers Pointer Operations Arrays of Pointers Dynamic Memory Pointer to Function
Structures	Introduction Review
Dialogs	Introduction Color Dialog Font Dialog Modeless Dialog Find Replace Dialog
Files	Introduction Text Files Binay Files Review Directory
Graphs	XY Graph Review
GUI	Drop Down List Tabs List View Tool bar Progress bar and Timer Review Tree View Splitter Dock Non Client Area Tooltip Drag and Drop
Regular Expressions	Introduction Replacing Review
XML	XML DTD Schemas CSS and XML XSL
Publishing a Web Site	Introduction Access Authentication Microsoft IIS Public web site Private web site Public SQL web site Private SQL web site Apache HTTP Server
Web	Html Css Javascript AJAX Web Control Web Services PHP Comparison JSON
SQL	Sample databases Microsoft SQL Server MySQL Oracle Introduction ODBC Domain Null values Keys Integrity Relationship Review Functionally Dependent First NF Second NF Third NF Fourth NF Check SELECT Joins AS operator Boolean values Pattern Matching Subquery INSERT DELETE UPDATE Arithmetic operators Group Functions Review 2 Sets Text Views Conversion Date and time Users Permissions Transactions
PLSQL	Optimization Oracle Scripts Introduction Passing Values SqlFromProcedure SQL Loader Functions IF ELSE Loops Records Cursor Update Cursor Constant Values Review Sequence Index ExecutionTime The Dictionary Triggers
Information System	Introduction Database pricing Planning GUI pricing Filling a list view Filling a drop down list Filtering Deleting Inserting Sharing Editing Hidden Values Review GUI Organization Stored Procedure Login Linking Tables SQL Import Application Workflow ProjectEvaluation
Signal Processing	Introduction Digital Signal Wave Generator Oscilloscope Convolution FIR Filter IIR Filter Fourier Transform TD Fourier Transform Moving Average Discrete Cosine Transform Frequency Response The Audio Mixer
OOP	Introduction Class Member Variables Member Functions This Public vs Private TryCatch Properties Multiple Constructors Review 1 Resizing Copy Constructor Operators Overloading Subscript and Casting Inheritance friend Operator Virtual Functions Abstract Classes Static Members Interfaces Namespaces Review 2 Video Game Subclassing Templates
Setup Program	Introduction Windows Installer XML Cabinet Format
Optimization	Simulated Annealing Genetic Algorithms Traveling Salesman Queens Board Function Minimization Chebyshev Approximation Interpolation Numerical Integration Numerical Differentiation Fuzzy Logic K means
COM	Introduction IUnknown IDispatch Object Browser Import Events Microsoft Excel Corel Power Point Zip ATL COM Server COM Server Easy COM GUID
Cryptography	Introduction SHA1 HMAC
Sockets	Introduction Http Coding POP3 NTP Secure Socket SMTP Email WinINet WinHTTP Twitter Facebook Data Transfer
Libraries	Introduction LIB DLL Zip LZW Huffman coding
Pipes	Pipes Completion Port Service
DirectX	Introduction Matrix Lines Triangle Text Lighting OBJ file Video Game Kinect Robotics
Open GL	Introduction Lines Polygons Matrix Text
Multithread	Introduction Interlocked Functions Critical Section Event Parallel Computing Thread pool OpenMP Loop unrolling Threads in Java
Compiler	Introduction Lexical Analyzer Compiler Virtual Machine
STL	Introduction complex valarray string vector Iterators list set map queue stack algorithm Smart pointers bitset
Running Other Program	Introduction The Shell system A pipe
Registry	Introduction Register a COM server
Assembler	Introduction Functions Mixing
Android	Introduction Graphics Message Box NDK GUI
Windows Server	Microsoft Server Terminal Server
Video	Camera DirectShow

Sync Lab
Introduction	The Basics Comparison Wildcards Exclude
Example	USB Dropbox

TexLab
Introduction	LaTeX MiKTeX Installation Tools
The Basis	TexLab Project New Document Typesetting Errors Missing Files GUI Organization Spell Checker
Editing	Introduction Copy and Paste Undo and Redo Equations Lists Tables Figures
Cross Reference	Introduction Bibliography BibTeX MakeIndex