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CS 4622: Machine Learning Assignment 2

Introduction

This assignment is based on neural networks and backpropagation algorithm. Alsoi have attached  the sample answers.

Problem Set

Assignment-2

Answers

100598M

Algorithms

Computer Eyesight Gets a Lot More Accurate

By JOHN MARKOFF

AUGUST 18, 2014 8:01 PM

Just as the Big Bad Wolf promised Little Red Riding Hood that his bigger eyes were “the better to see you with,” a machine’s ability to see the world around it is benefiting from bigger computers and more accurate mathematical calculations. 781 more words

Research

Artificial Neural Networks - When Computer Programs Mimic The Brain

Part 1 – Artificial Neurons and Neural Network Basics

Artificial Neural Networks (ANNs) are designed to mimic the way our brains work and learn. These networks are composed by artificial neurons and the connections between these neurons. 435 more words

Machine Learning

Which GPU(s) to Get for Deep Learning: My Experience and Advice for Using GPUs in Deep Learning

Why should I get a GPU?

I have been using GPUs for nearly two years now and for me it is again and again amazing to see how much speedup you get. 1,256 more words

CUDA

networking loud and clear

The Lady Gaga song, “Applause” blared through my speakers as I pulled away from the curb at my youngest’s elementary school yesterday morning.  This song is the antithesis of this son’s demeanor.  1,202 more words

Family

The Geek’s Reading List – Week of August 8th 2014

The Geek’s Reading List – Week of August 8th 2014

Hello,

I have been part of the technology industry for a third of a century now. 3,620 more words

Could your brain be reprogrammed to work better?

Researchers from The University of Western Australia have shown that electromagnetic stimulation can alter brain organisation which may make the brain work better.  Researchers from The University of Western Australia and the Université Pierre et Marie Curie demonstrated that weak sequential electromagnetic pulses (repetitive transcranial magnetic stimulation, or rTMS) on mice can shift abnormal neural connections to more normal locations. 179 more words

Healthinnovations