Neural Networks

Neural Networks

Why Neural Networks Aren’t Neural Networks

There is a better way to understand how AIs sort data, process images, and make decisions. Source code available here: https://gitlab.com/samsartor/nn_vis

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Neural Networks Python

Neural Network Simply Explained – ML for Beginners

In this video, Mariya from Python Simplified talks about neural networks and some of their basic components. Time stamps: 00:00 – What is a Neural Network 00:55 – How Computers See Images 02:20 – What is a Label 02:44 – Hidden Layers 03:48 – Training 04:10 – Weights 04:42 – Optimization 05:27 – Narrow AI […]

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Neural Networks Science

How Do Neural Networks Grow Smarter?

Neurobiologists and computer scientists are trying to discover how neural networks become a brain. Will nature give us the answer, or is it all up to an artificial intelligence to work it out? Watch this talk from The Royal Institution to find out more.

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Neural Networks Quantum Computing

Are Quantum Neural Networks Relevant?

Classical neural networks have proven to be extremely powerful models that learn from data. Proposing a quantum variation of these already-so-successful models requires good reason. In this talk, Amira Abbas discusses how to quantify these properties and demonstrate that quantum neural networks can show potential on these fronts, but many open questions remain.

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AI Neural Networks

Do Neural Networks Think Like Our Brain?

Two Minute Papers examines the paper “Multimodal Neurons in Artificial Neural Networks.”

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A basic design pattern for image recognition
Computer Vision Neural Networks TensorFlow

A Basic Design Pattern for Image Recognition

Design patterns have been in use in the software engineering world for quite some time. A design pattern implies that there is a “best practice” for constructing and coding a model that can be reapplied across a wide range of cases, such as image classification, object detection and tracking, facial recognition, image segmentation, super resolution […]

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Neural Networks Python

Neural Networks from Scratch Now in Print

sentdex just showed me what’s next on my reading list.

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Neural Networks Science

Are Neurons Just Electric Circuits?

The Science Asylum explores the nature of biological neurons.

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Data Visualization Neural Networks

Visualizing Deep Learning

vcubingx provides a visual introduction to the structure of an artificial neural network. The Neural Network, A Visual Introduction | Visualizing Deep Learning, Chapter 1 0:00 Intro 1:55 One input Perceptron 3:30 Two input Perceptron 4:40 Three input Perceptron 5:17 Activation Functions 6:58 Neural Network 9:45 Visualizing 2-2-2 Network 10:59 Visualizing 2-3-2 Network 12:33 Classification […]

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Neural Networks TensorFlow

Predict with a Fine-Tuned Neural Network with TensorFlow’s Keras API

In this video, Mandy from deeplizard  demonstrates how to use the fine-tuned VGG16 Keras model that we trained in the last episode to predict on images of cats and dogs in our test set. Index: 00:00 Welcome to DEEPLIZARD – Go to deeplizard.com for learning resources 00:17 Predict with a Fine-tuned Model 05:40 Plot Predictions […]

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