Category: Neural Networks
2021 The Year of Transformers – Deep Learning
Transformer – Transformers are one of the types of neural network architecture and known for their staunch behaviour for the assigned tasks to produce best […]
Deep Learning Vs Neural Networks – Demystifying the Differences
Demystifying the Gaps – Deep Learning Vs Neural Networks – As the name suggests “Neural Network”, or ANN they are inspired by the human brain […]
Deep Learning – Deep Convolutional Generative Adversarial Networks Basics
Deep Convolutional Generative Adversarial Networks- Sir. Yann LeCun, Facebook’s AI research director made a very intuitive and interesting comment about GANs “Adversarial training “The most […]
Deep Learning – Backpropagation Algorithm Basics
Backpropagation Algorithm – An important mathematical tool for making better and high accuracy predictions in machine learning. This algorithm uses supervised learning methods for training Artificial […]
How Neural Network Algorithms Works : An Overview
Conceptually artificial neural networks is inspired by neural networks in the brain but actual implementation in machine learning are way far from reality. Take in multiple inputs, and produce a single output.
Deep Learning – Introduction to Generative Adversarial Neural Networks (GANs)
Generative Adversarial Networks (GANs) – Combination of two neural networks which is a very effective generative model network, works simply opposite to others. The other neural network […]
Deep Learning – Introduction to Artificial Neural Networks
Artificial Neural Networks – As the name suggest “Neural Network”, they are inspired by the human brain system. ANNs were originally designed with biological neurons […]
Demystifying Deep Learning – Back to Basics
Deep learning is a learning scheme that approaches the learning problem by learning the underlying representations; too much of learning. I thats why its also called as representation learning.
2018 Year of Intelligence – Artificial & Augmentation
Year 2018 will be known as year of Artificial Intelligence and Intelligence Augmentation for sure.We used to think artificial intelligence was a silly sci-fi concept but when you really look into it, it seems like its been slowly encroaching into most areas of everyday life! AI would become just a computer inside the robot or another software or a brain siting out of human body.
Vinod Sharma's Blog 