Tag: deep learning

How ANN (Artificial Neural Networks) algorithm works

How ANN (Artificial Neural Networks) algorithm works

I will explain very briefly how neural networks algorithm works Here we show a simple neural network where the input and the output and in the middle this three circles here represent neurons and the arrows mean the connection between the neurons It is the relation to the natural neural networks that we have in …

These Natural Images Fool Neural Networks (And Maybe You Too)

These Natural Images Fool Neural Networks (And Maybe You Too)

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. In the last few years, neural network-based learning algorithms became so good at image recognition tasks that they can often rival, and sometimes even outperform humans in these endeavors. Beyond making these neural networks even more accurate in these tasks, interestingly, there is also …

General Sequence Learning using Recurrent Neural Networks

General Sequence Learning using Recurrent Neural Networks

Hi everyone, this is Alec and I’m going to be talking to you today about using recurrent neural networks for text analysis. To get an understanding of why this is a potential tool to use, it’s good to look at a bit of a history of how text analysis has been done, particularly from a …

12. One-shot learning for teaching neural networks to classify objects never seen before (2019)

12. One-shot learning for teaching neural networks to classify objects never seen before (2019)

all the examples that we think about when we talk about you know machine learning from like you know like hot dog not hot dog to like you know predicting the stock market – you know like understanding speech all these things that you really think about classifying things you’ve already seen right when we …

RNN #1: Recurrent Neural Networks — Introduction | Motivation | Why Sequence Models

RNN #1: Recurrent Neural Networks — Introduction | Motivation | Why Sequence Models

Welcome to this course on Recurrent Neural Networks. So this is the first lecture on the series on Recurrent Neural Networks and here we will see the introduction and the motivation behind studying RNN. In short we call Call it RNN for Recurrent Neural Networks. So, let’s see, how is it different from traditional neural …

Deep Learning with Tensorflow – Introduction to Convolutional Networks

Deep Learning with Tensorflow – Introduction to Convolutional Networks

Hello, and welcome! In this video, we will provide an overview of the convolutional neural network model. Convolutional neural networks, or CNNs, have gained a lot of attention in the machine learning community over the last few years. This is due to the wide range of applications where CNNs excel, and you can see a …

How Do Neural Networks See The World? Pt 2. | Two Minute Papers #211

How Do Neural Networks See The World? Pt 2. | Two Minute Papers #211

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. This one is going to be a treat. As you know all too well after watching at least a few episodes of this series, neural networks offer us amazingly powerful tools to defeat problems that we didn’t stand a chance against for a long …