Neural-Network

Description

Feed-forward neural network (FNN)

• Mesh type: Fully connected (Between layers)
• Activation function: tanh (Non-linear)
• Training method: Backpropagation

Requirements

• CMake (Version >= 3.5)
• C++-Compiler (Standard >= C++17)

Build

• "Data-Generator": cmake -H"tools/Data-Generator" -B"build/Data-Generator"
• "Neural-Network": cmake -H"." -B"build/Neural-Network"

Run

• "Data-Generator": {app} > {datafile}
• "Neural-Network": {app} {topology} {datafile} > {resultfile}

Example

• $ ./Data-Generator > data.txt
• $ ./Neural-Network "2 2 1" data.txt > results.txt