Tag: neural networks
Convolutional Neural Networks (CNNs) – A Breakthrough In Image Recognition
A CNN is a combination of two components: a feature extractor module followed by a trainable classifier. The first component includes a stack of convolution, activation, and...
Deep Learning in games – Neural Networks set to design virtual...
Games these days are closer to reality than ever. Life-like graphics, smart gameplay and realistic machine-human interactions have led to major game studios up...
Google strides forward in deep learning: open sources Google Lucid to...
In an attempt to deepen neural network interpretability, Google has released Google Lucid, a neural network visualization library along with publishing an article “The...
Neural Network Architectures 101: Understanding Perceptrons
This article is an excerpt taken from a book Neural Network Programming with Java Second Edition written by Fabio M. Soares and Alan M....
OpenAI’s gradient checkpointing: A package that makes huge neural nets fit...
OpenAI releases a python/Tensorflow package, Gradient checkpointing!
Gradient checkpointing lets you fit 10x larger neural nets into memory at the cost of an additional...
How to Implement a Neural Network with Single-Layer Perceptron
This article is an excerpt from a book by Rodolfo Bonnin titled Machine Learning for Developers. This book is a systematic developer’s guide for...
Behind the scenes: Deep learning evolution and core concepts
This article is an excerpt from a book by Kuntal Ganguly titled Learning Generative Adversarial Networks. The book will help you build and analyze...
CapsNet: Are Capsule networks the antidote for CNNs kryptonite?
Convolutional Neural networks (CNNs), are a group from the neural network family that has manifested in areas such as Image recognition, classification, etc. They...
Deep Learning is all set to revolutionize the music industry
Isn’t it spooky how Facebook can identify faces of your friends before you manually tag them? Have you been startled by Cortana, Siri or...
AlphaZero: The genesis of machine intuition
Give it four days to practice and you would have a chess master ready!
This line stands true for Deepmind’s latest AI program, AlphaZero.
AlphaZero...