Neural Networks with push button, AI for allNeural Architecture Search with NASBench from Google Research— Can we design network architectures automatically,…

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## Do Conv-nets Dream of Psychedelic Sheep?

By Kevin Vu, Exxact Corp. Deep dreaming at successive layers of abstraction. From top to bottom: input image, conv2-3x3_reduce, inception_4c-1×1.…

Continue Reading## LSTM: How To Train Neural Networks to Write like Lovecraft

I’ll explain it now, though I highly recommend you give those tutorials a chance too. How do LSTM cells work?An LSTM…

Continue Reading## Comprehensive Introduction to Neural Network Architecture

Comprehensive Introduction to Neural Network ArchitectureA detailed overview of neural architecture, activation functions, loss functions, output units. Matthew Stewart, PhD ResearcherBlockedUnblockFollowFollowingJun…

Continue Reading## Improving Deep Neural Networks

Improving Deep Neural NetworksRochak AgrawalBlockedUnblockFollowFollowingJun 19Deep Neural Networks are the solution to complex tasks like Natural Language Processing, Computer Vision, Speech…

Continue Reading## Neural network can explain the physics of an earthquake rupture

Neural network can explain the physics of an earthquake ruptureMachine Learning Approach to Earthquake Rupture DynamicsSabber AhamedBlockedUnblockFollowFollowingJun 19Damage due to earthquakes…

Continue Reading## Classification Using Neural Networks

After reading this article you should have a rough understanding of the internal mechanics of neural nets, and convolution neural…

Continue Reading## Layman’s Introduction to Backpropagation

Layman’s Introduction to BackpropagationTraining a neural network is no easy feat but it can be simple to understand itRishi SidhuBlockedUnblockFollowFollowingJun…

Continue Reading## Convolutional Neural Networks: Python Tutorial (TensorFlow Eager API)

Convolutional Neural Networks: Python Tutorial (TensorFlow Eager API)Luciano StrikaBlockedUnblockFollowFollowingJun 12Keep an eye out for Deep Learning. Source: Pixabay. Convolutional Neural Networks are…

Continue Reading## The Basics of Neural Networks with Tensorflow

The Basics of Neural Networks with TensorflowChristopher KazakisBlockedUnblockFollowFollowingJun 5Today, we’re going to learn the basic ideas behind how a neural…

Continue Reading## Regularization for Neural Networks with Framingham Case Study

Regularization for Neural Networks with Framingham Case StudyL1, L2, elastic net, and group lasso regularizationRachel Lea Ballantyne DraelosBlockedUnblockFollowFollowingJun 8In this post,…

Continue Reading## Evolution of Graph Neural Networks for Recommender Systems

Evolution of Graph Neural Networks for Recommender SystemsIntroduction to the three progressions of Graph Neural Networks in the context of…

Continue Reading## Advanced Topics in Deep Convolutional Neural Networks

Take the saliency map for each channel and either take the max, average, or use all 3 channels. Two good…

Continue Reading## Understanding Neural Networks

In the next section, we will see how backpropagation helps us deal with this problem. Quick Review of Gradient DescentThe gradient…

Continue Reading## One LEGO at a Time: Explaining the Math of how Neural Networks Learn with Implementation from Scratch

Demystifying the Math Behind Neural Nets | Towards AIOne LEGO at a Time: Explaining the Math of how Neural Networks Learn…

Continue Reading## Introduction to Neural Networks

Recall that bias signifies addition. The bias value assigned to this layer is -2. That means we subtract 2 from…

Continue Reading## Introduction to Neural Networks — Part 1

It is essentially a naive implementation of how our brains might work. It’s not a very accurate representation but it…

Continue Reading## Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule

This is because the architectures uncovered by pruning are harder to train from the beginning and bring down the…

Continue Reading## Building a neural network that learns to play a game — Part 1

That is clearly impressive as the difference between the two videos is just of a few minutes. Now, let’s discuss…

Continue Reading## #Fail: Artificial Intelligence is a Science

Is it worth it?Frustratingly, we did some testing of this idea last year and failed to get the approach working.…

Continue Reading## Eden Au

Machine Learning in Python NumPy: Neural Network in 9 StepsUnderstanding neural networks by codingThere is No Argmax Function for Python ListAnd three ways…

Continue Reading## How to create a neural network from scratch in Python — Math & Code

For most functions, in fact we can’t know. Here, the trick comes from a theorem demonstrated by Kurt Hornik called…

Continue Reading## Machine Learning in Python NumPy: Neural Network in 9 Steps

Machine Learning in Python NumPy: Neural Network in 9 StepsUnderstanding neural networks by codingEden AuBlockedUnblockFollowFollowingMay 20Photo by Alina Grubnyak on UnsplashMotivationIf you are…

Continue Reading## A Gentle Introduction to Writing Gentle Introductions

Your motivation certainly isn’t that you want people to know that you know about this thing — of course not. Your motivation…

Continue Reading## Neural Networks — A Solid Practical Guide

Neural Networks — A Solid Practical GuideExplaining How Neural Networks Work With Practical ExamplesFarhad MalikBlockedUnblockFollowFollowingMay 16This article aims to present a transparent…

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