An Introductory Guide to Understand how ANNs Conceptualize New Ideas (using Embedding)
Introduction
Here’s something you don’t hear everyday – everything we perceive is just a best case probabilistic prediction by our brain, based on our past encounters and knowledge gained through other mediums. This might sound extremely counter intuitive because we have always imagined that our brain mostly gives us deterministic answers.
We’ll do a small experiment to showcase this logic. Take a look at the below image:
Q1. Do you see a human ?
Q2. Can you identify the person?
Q3. Can you identify the color of the clothes this person is wearing?
Keep these questions in mind. We will get back to them after seeing what we will be covering in this article.
Understanding Artificial Neural Networks becomes easy if you draw parallels with the working of the human brain. Today, we will explore the concept of embedding. We will first understand what “embedding” means in our human brain space, and then look