DevHima

This is a single layer neural network consists of 4 inputs __4 neurons__ (first is bias=1 & others is RGB color values) and one output __1 neuron__. This neural net trains itself on 4 samples of (RGB) red & blue colors using signum & signum_derivative & dirac_delta functions to classify your inputed color to blue +1 or red -1. You can view the source code on GitHub . Here is the mathematical representation of the idea: - Trainning data samples & Neural Network: - Calculation of the output Y with signum function: - The weight adaptation steps: Screenshots of some tests:

Secure your files with unbroken NTRU algorithm from quantum attacks. With xCrypto 2.0 you can use Public/Private Key NTRU algorithm to secure (Encrypt/Decrypt) your sensitive files on your android. NTRU is a cryptography algorithm based on lattice cryptography. NTRU is unbroken for now from Quantum Computing Attacks. You can download it from Google play store: