Implementation of Artificial Neural Network Algorithm

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Deep Learning javascript python java machine-learning cpp tensorflow keras pytorch artificial-intelligence artificial-neural-networks
Overview

Artificial Neural Network

This repository contain implementation of Artificial Neural Network Algorithm in several programming languanges and frameworks. This repository was created to introduce artifical neural network in a simple way. Artificial Neural Network has become popular at this time. This branch field of Artificial Intelligence has given powerful impact to our daily life such as social media recomendation system, face detection of camera on phone and many more. Therefore, to keep up our knowledge in technology especially Artificial Intelligence, we have to understand the concept of Artificial Neural Network.

"AI is the new electricity" -Andrew Ng

Table of Contents

What is ANN?

Artificial Neural Network or simply ANN is one of bio-inspired algorithm that mimicking the work of neural network in brain. Neural network in brain consist of many neuron that will receive and fire electric signal each other. Generally speaking, these neurons have dendrites, cell body, axon, and axon terminals. These neuron receive electrical signal via dendrites then go pass through body cell also called soma which contain nucleus. After the electrical signal pass through the soma, axon will transmit it to axon terminals and the electrical signal will jump over synapses to another neuron. This notion of how neuron work had inspired Warren S. McCulloch and Walter H. Pitts to wrote a paper which titled A Logical Calculus of The Ideas Immanent in Nervous Activity. This paper explained about the early mathematical concept of ANN called artificial neuron or threshold logic unit. This concept develop progressively, from artificial neuron to perceptron then multi layer perceptron. The concept of multi layer perceptron or MLP will lead us to Deep Learning.

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How ANN Works?

So, how does ANN work?

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Comments
  • Docs/Comments explaining the concepts and code

    Docs/Comments explaining the concepts and code

    Hi buddy,

    This is a great project however code is severely lacking documentation/comments. Would like to see that so I can use it for teaching purpose to students starting in ML.

    Thanks, Suyash

    opened by suyashjoshi 1
Owner
Resha Dwika Hefni Al-Fahsi
AI Engineer at Techbros Group
Resha Dwika Hefni Al-Fahsi
GitHub
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