The Tech Edvocate

Top Menu

  • Advertisement
  • Apps
  • Home Page
  • Home Page Five (No Sidebar)
  • Home Page Four
  • Home Page Three
  • Home Page Two
  • Home Tech2
  • Icons [No Sidebar]
  • Left Sidbear Page
  • Lynch Educational Consulting
  • My Account
  • My Speaking Page
  • Newsletter Sign Up Confirmation
  • Newsletter Unsubscription
  • Our Brands
  • Page Example
  • Privacy Policy
  • Protected Content
  • Register
  • Request a Product Review
  • Shop
  • Shortcodes Examples
  • Signup
  • Start Here
    • Governance
    • Careers
    • Contact Us
  • Terms and Conditions
  • The Edvocate
  • The Tech Edvocate Product Guide
  • Topics
  • Write For Us
  • Advertise

Main Menu

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Edupedia
    • Post a Job
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Tech Edvocate Awards
  • The Edvocate
  • Pedagogue
  • School Ratings

logo

The Tech Edvocate

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
        • My Speaking Page
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Edupedia
    • Post a Job
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Tech Edvocate Awards
  • The Edvocate
  • Pedagogue
  • School Ratings
  • How Machine Learning Will Transform the Classroom

  • Milestones of Development: Everything You Need to Know

  • Partnerships Between IT and Physical Security Improves Campus Security

  • Tips for Using Twitter in the Classroom

  • Writing and Reading Goals For the First Grade: Everything You Need to Know

  • Trends That Will Help Your EdTech Startup Succeed

  • Why Cultural Appropriation is Wrong

  • Differentiated Reading Instruction: Everything You Need to Know

  • 13 Ways to Differentiate Instruction

  • Assessing Your Students’ Reading Progress: Everything You Need to Know

Artificial IntelligenceEducational LeadershipTeachers
Home›Artificial Intelligence›How Machine Learning Is Helping Us to Understand the Brain

How Machine Learning Is Helping Us to Understand the Brain

By Matthew Lynch
April 26, 2019
2
Spread the love

Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.

Learning itself is intimately human. Helpless infants learn from their environment and those around them and eventually become speaking, mobile young people that can interact sensibly with others. They achieve this by learning as they go.

Now, human beings are in the process of building machines that will eventually act autonomously and with human-like intelligence. In order to achieve this aim, we need machines to, like infants, learn about the world around them on their own.

With machine learning, programmers don’t create step-by-step rules for machines to follow. They allow machines to learn and come to conclusions on their own. With this approach, machines gather information on their own and in the process they become more accomplished.

In other words, we are expecting machine learning algorithms to learn like babies from a world they know nothing about.

Deep learning neural networks are a subset of machine learning. Neural networks are a set of algorithms, modeled loosely on the human brain. They are designed to recognize patterns and interpret sensory data like images or sound.

Can computer neural networks that mimic the human brain teach us more about the human brain? Well, scientists know that a deep learning neural network can be just as good as human beings at identifying objects in pictures. The question is, how does deep learning do it?

It seems deep learning does it the same way the human brain does. This was the discovery of assistant professor of psychology, Daniel Yamins, and the team at Stanford NeuroAI Lab. This team uses deep learning systems to better understand the brain.

In 2014, Yamins and his team exposed their deep learning network to images and waited for it to identify the images. When the system had completed the task, the scientist compared how the deep learning system managed the task with how a human brain does it.

What followed next, was one of those wow moments for science and scientists: they discovered the deep learning system and the human brain follow the same route to solve problems. In fact, the computations the deep learning system performed matched activity in the brain’s vision-processing circuits substantially better than any other model of those circuits.

This is an exciting discovery indicating that this kind of research might eventually lead scientists to discover how the brain works.

For instance, deep learning systems could help scientists understand why the vision circuits of babies develop specific patches of neurons that cluster together. Specific patches works for specific images, for instance, there are patches to recognize faces.

But it’s not exactly clear why the brain forms these patches since these patches are not necessary for the brain in order to recognize faces.

The scientist think they can learn more about why the brain is laid out like this, and what advantages there might be in this layout, by building deep learning system like this one at Stanford.

This is just one puzzle about the brain that might be solved through machine learning.

Previous Article

Product Review for McGraw-Hill’s Redbird Language Arts ...

Next Article

Taming Big Data in Education with Cognitive ...

Matthew Lynch

Related articles More from author

  • Artificial Intelligence

    Using Machine Learning to Predict Student Outcomes

    June 21, 2019
    By Matthew Lynch
  • Artificial Intelligence

    How Artificial Intelligence Can Help Education Leaders Make More Informed Decisions

    March 8, 2019
    By Matthew Lynch
  • Artificial Intelligence

    Using Machine Learning to Predict Developmental Delays in Children

    May 9, 2019
    By Matthew Lynch
  • Teachers

    Places to Find Teaching Jobs

    January 8, 2023
    By Matthew Lynch
  • Education LeadershipSchool LeadershipStudentsTeachers

    Explore the Future of EDU at NVIDIA GTC – Students and Educators Attend Free!

    September 24, 2020
    By Matthew Lynch
  • Teachers

    Reflective Practice: Everything You Need to Know

    October 11, 2022
    By Matthew Lynch

2 comments

  1. Can Machine Learning Decode Depression in Students? - The Tech Edvocate 2 August, 2019 at 05:29 Reply

    […] recent years, machine learning has emerged as a possible tool to diagnose depression. Machine learning is an application of artificial intelligence (AI) that provides systems the ability to […]

  2. Can Machine Understanding Decode Depression in Students? | Heal 4 Depression 2 August, 2019 at 06:17 Reply

    […] current years, machine finding out has emerged as a achievable tool to diagnose depression. Machine learning is an application of artificial intelligence (AI) that delivers systems the potential to […]

Leave a reply Cancel reply

Search

Login & Registration

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

  • Recent

  • Popular

  • Comments

  • How Machine Learning Will Transform the Classroom

    By Matthew Lynch
    January 27, 2023
  • Milestones of Development: Everything You Need to Know

    By Matthew Lynch
    January 27, 2023
  • Partnerships Between IT and Physical Security Improves Campus Security

    By Matthew Lynch
    January 26, 2023
  • Tips for Using Twitter in the Classroom

    By Matthew Lynch
    January 26, 2023
  • Writing and Reading Goals For the First Grade: Everything You Need to Know

    By Matthew Lynch
    January 26, 2023
  • 20 Top Virtual Reality Apps that are Changing Education

    By Matthew Lynch
    March 11, 2017
  • 7 Ways Technology Is Impacting Modern Education

    By Matthew Lynch
    March 4, 2017
  • Why Mobile Technology Enhances Instruction

    By Matthew Lynch
    December 14, 2016
  • 7 Roles for Artificial Intelligence in Education

    By Matthew Lynch
    May 5, 2018
  • Digital Literacy is the Most Important Lifelong Learning Tool

    By Matthew Lynch
    December 30, 2017
  • Where to Find Dyslexia Support for Adults - Case Training Services | Registered Charity #1051587
    on
    August 2, 2022

    11 Must-Have Apps and Tools for Dyslexic Students

    […] recorders Electronic flashcards ...
  • What Types Of Posts Can You Make In Google Classroom? - The Tech Edvocate - Gossip ...
    on
    July 31, 2022

    How to Integrate Google Classroom with the Power of YouTube

    […] of your posts. ...
  • Answers to Frequently Asked Questions About Google Classroom - The Tech Edvocate - Gossip Buz
    on
    July 31, 2022

    Answers to Frequently Asked Questions About Google Classroom

    […] Answers to Frequently ...
  • 10 Important YouTube Channels For Teachers - Kiiky Wealth
    on
    July 29, 2022

    10 Incredibly Useful YouTube Channels for Teachers

    […] Thetechedvocate.org – 10 Incredibly ...
  • Teaching Learners Digital Content Curation Skills - Fab Lab Connect
    on
    June 30, 2022

    Teaching Learners Digital Content Creation Skills

    […] Read More… […]

EdTech Policy & Reform

  • Curriculum & InstructionEdTech Policy & ReformEducation Leadership

    Why We Should Leave Behind the Cookie-cutter Education

    Spread the loveChange appears to be the only “constant” factor in the educational field. However, what happens when a more significant shift becomes necessary? To provide students with the best ...
  • Adaptive LearningCurriculum & InstructionDigital & Mobile TechnologyDigital Age TeachersEarly Childhood & K-12 EdTechEdTech & InnovationEdTech Policy & ReformInstructional Technology

    Exploring New Ideas: Student-Driven Remote Learning

    Spread the loveRemote learning is taking its toll on our students. They miss the social side of school. Not seeing their classmates or teachers is leading to nervousness, anxiety, and ...
  • Digital & Mobile TechnologyEdTech & InnovationEdTech Policy & Reform

    Implementing Education Technology by Pursuing Technology Education

    Spread the loveTechnology is used for many great things in our world. It’s a powerful tool when used correctly. As such, this powerful tool can be used to transform learning.  ...
  • EdTech Policy & Reform

    How Much Bias Is Okay in Your School?

    Spread the loveThe algorithm has proven itself to be a handy tool when it comes to solving education problems. It’s also not without bias.  You may be wondering how some ...
  • EdTech Policy & ReformFeaturedFresh

    Edtech Should Complement Good Pedagogy, Not Attempt to Replace It

    Spread the loveThe newest generation of edtech is downright amazing; it’s no wonder that various education stakeholders might be a little excited about its potential to transform education. However, edtech ...

EdTech Startups & Businesses

  • EdTech Startups & Businesses

    Trends That Will Help Your EdTech Startup Succeed

    Spread the loveIf you want to thrive in the destiny of learning and self, shorten, tailor, and gamify. The bulk of EdTech businesses believes that digitizing conventional learning methods and ...
  • EdTech Startups & Businesses

    How to Sell Your Edtech Product

    Spread the loveDevelop a profile of the perfect consumer, target clients that meet that description, and plan on a long sales cycle. Selling to schools takes a different sales process ...
  • EdTech Startups & Businesses

    Edtech Companies Can Learn What Not to Do From Delta Airlines

    Spread the loveIt seems that edtech companies still have a lot to learn about their business models and practices. With that being said, there is a lot they can learn ...
  • Digital LeadershipEdTech Startups & BusinessesProduct Reviews

    Product Review of Collegix

    Spread the love This is a comprehensive ERP solution for colleges and universities that provides modular, totally integrated learners services, finance, HR, and advancement. Collegix provides online and offline workarounds ...
  • Early Childhood & K-12 EdTechEdTech Startups & BusinessesProduct Reviews

    Product Review of Discovery Education

    Spread the love Discovery Education is a big player in EdTech. The company has established itself as the leading provider of digital curriculum resources, digital content, and professional development for ...

Digital Equity

  • Digital Equity

    How to Create an Equitable Digital Culture in K–12

    Spread the loveDigital equity is vital in our schools. After all, it can help close the achievement gap. However, there is one prevalent problem concerning digital equity. That is the problem ...
  • Digital & Mobile TechnologyDigital EquityDigital Literacy

    Teaching Learners Digital Content Creation Skills

    Spread the loveContent curation is nothing new and has always been a coveted skill. It has been this way for hundreds of years — think of art galleries, museums, or ...
  • Digital & Mobile TechnologyDigital EquityEdTech & Innovation

    Promoting Online Access With Hotspots, Laptops, and Planning

    Spread the loveWhen becoming a leader in the field of education, it is important to consider equity. Some students may not have access to devices or the internet from their ...
  • Digital EquityDigital Leadership

    How Can You Assess the Tech Needs of Your Students Outside of School?

    Spread the loveToday, I received an email from the middle school principal in Los Angeles. She explained to me that the school that she ran was in one of the ...
  • Digital Equity

    It Is Time for the Edtech Industry to Stop Denying Its Equity and Race Problem

    Spread the loveThe EdTech industry is dominated by white employees, white leaders, and white entrepreneurs. If you doubt this statement, just attend an Edtech conference. Admittedly, educators and others don’t ...

EdTech Futures

  • EdTech Futures

    The IT Investments Securing the Future of Higher Education

    Spread the loveThe future of higher education still seems uncertain after the massive disruptions of the last two years. Universities and colleges are struggling with budget difficulties amid cybersecurity threats. ...
  • Adaptive LearningAssistive TechnologyEdTech FuturesInstructional TechnologyTeachers

    Will AI Replace Teachers?

    Spread the loveThrough the years, robots have taken over many jobs. First, they replaced horses and wagons and horses and plows, then they started to replace people. A few examples ...
  • EdTech FuturesHigher EducationHigher Education EdTechUncategorized

    The Future of Higher Education Must Avoid Returning to the Past

    Spread the loveColleges and universities can make higher education safer, smarter, and more accessible through automation and collaboration technologies – if they commit to it. Author: John Hulen, Director of ...
  • EdTech FuturesOnline Learning & eLearning

    IT Trends To Watch As Higher Education Moves Into a New Decade

    Spread the loveEdtech couldn’t have hoped for a better launch into the new decade than the push the industry received from COVID-19. Even the most tech-resistant institutions and individuals have ...
  • EdTech Futures

    4 Emerging EdTech Trends in 2022

    Spread the loveCovid-19 has not only changed education as we know it, but it has forced education technology (EdTech) to up its game. EdTech has been crucial since the start of this ...

About Us

Since technology is not going anywhere and does more good than harm, adapting is the best course of action. That is where The Tech Edvocate comes in. We plan to cover the PreK-12 and Higher Education EdTech sectors and provide our readers with the latest news and opinion on the subject. From time to time, I will invite other voices to weigh in on important issues in EdTech. We hope to provide a well-rounded, multi-faceted look at the past, present, the future of EdTech in the US and internationally.

We started this journey back in June 2016, and we plan to continue it for many more years to come. I hope that you will join us in this discussion of the past, present and future of EdTech and lend your own insight to the issues that are discussed.

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

Contact Us

The Tech Edvocate
5322 Markel Road, Suite 104
Richmond, VA 23230
(601) 630-5238
[email protected]

Follow us

Copyright © 2023 Matthew Lynch. All rights reserved.