Activation functions are decision making units of neural networks. They calculates net output of a neural node. Herein, heaviside step…
Signing Contents Digitally: An Email Implementation
“I was happy when I design my own signature. Also, deciding to put my signature under this job makes me…
Exchanging Encrypted Mails
2016 released Snowden is a biographical movie fictionalised life story of Former NSA employee Edward Snowden. The movie reveals illegal surveillance techniques of the government organization. Also,…
Protecting Java Codes: Encrypted Class Loader
Cloud services are adopted by both start-ups and enterprises in recent years. However, it comes security issues. At this point,…
Homer Sometimes Nods: Error Metrics in Machine Learning
Even the worthy Homer sometimes nods. The idiom means even the most gifted person occasionally makes mistakes. We would adapt this…
Small is Beautiful: working with short URLs
Today’s world limits our expressions lenght to 140 character. No matter you text SMS or Tweet, you have to fit your…
AI: a one-day wonder or an everlasting challenge
Debates between humans and computers start with mechanical turk. That’s an historical autonomous chess player costructed in 18th century. However,…
Adaptive Learning in Neural Networks
Gradient descent is one of the most powerful optimizing method. However, learning time is a challange, too. Standard version of gradient…
Incorporating Momentum Into Neural Networks Learning
Newton’s cradle is the most popular example of momentum conservation. A lifted and released sphere strikes the stationary spheres and…
Even Superheroes Need to Rest: Working on Trained Neural Networks in Weka
Applying neural networks could be divided into two phases as learning and forecasting. Learning phase has high cost whereas forecasting…
