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Convolutional Neural Networks (CNNs) – A Breakthrough In Image Recognition 

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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...

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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...

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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

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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...

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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

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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

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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?

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Convolutional Neural networks (CNNs), are a group from the neural network family that has manifested in areas such as Image recognition, classification, etc. They...

AlphaZero: The genesis of machine intuition

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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...

Deep Learning is all set to revolutionize the music industry

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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...