Ideas
Explore the world's #1 largest database of ideas and innovations, with 460,592 inspiring examples.
Trend Reports
Discover why 1,240 brands rely on our AI-powered Trend Reports to get better, faster insights.
Newsletter
Join 321,086 subscribers who rely on our weekly newsletter to keep up with need-to-know trends and insights.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Consumer Insights
Uncover major shifts and emerging opportunities with our exclusive PRO research.
Trend Reports
Discover why 1,240 brands rely on our AI-powered Trend Reports to get better, faster insights.
Newsletter
Join 321,086 subscribers who rely on our weekly newsletter to keep up with need-to-know trends and insights.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Advisory & Services
Accelerate innovation and ignite disruptive thinking with our award-winning programs and research.
Trend Reports
Get fast, customized trend reports, presentations and deep dives 20x faster than traditional research.
Plans
Get started today with a free consultation, our self-serve tools, or a dedicated program.
Articles & Magazine
Get inspired with our 4,210 innovation strategy articles, keynote, videos and innovation tools.
Innovation Awards
Trend Hunter’s Innovation Strategy Awards recognize the best innovation tactics gathered from our interviews with some of the world's most notable business leaders, authors and change makers.
Advisory & Services
Accelerate innovation and ignite disruptive thinking with our award-winning programs and research.
Innovation Assessment
Enhance your innovation potential with a deeper understanding of your unique innovation archetype and how your organization benchmarks.
FuturistU
Prepare for the years ahead with 100+ lessons, tactics, tools and frameworks with our full learning database.
Innovation Books
Join 20,000,000 people getting better and faster with our New York Times Bestselling books and keynote videos.
Jeremy Gutsche
Ignite your event or virtual event with our CEO, a NY Times Bestselling Author and one of the top innovation keynote speakers.
Our Team of Speakers & Virtual Presenters
Inspire your group with our most popular speakers on innovation, trends, change and futurism.
Custom Training & Events
Bring the Future Festival experience directly to your team or co-hosted custom event.
Custom Masterclasses
Join the world's leading brands who leverage our custom programs to accelerate innovation.
FuturistU 5-Day Program
Become a Futurist with our immersive 5-Day program at Future Festival World Summit.
Online eLearning
Learn the fundamentals of futurism and trends with 100+ online courses about innovation.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
Contact
Get in touch to learn more, ask a question or submit a tip.
About Us
Learn more about Trend Hunter and how we accelerate innovation.
Follow-Us
Join our 3,500,000 social media followers, on the cutting edge.
How to Hunt
Learn more about how to hunt megatrends, ideas, patterns and opportunity.
FAQ
Get answers to common questions about Trend Hunter.
Community
Stay on the cutting-edge with the help of the Trend Hunter community.
Team
Meet the team trusted by hundreds of leading businesses worldwide.
Jobs
Find opportunities to accelerate your career with the #1 Trend Firm.
News
Catch up on noteworthy Trend Hunter news and media mentions.
Join
Build a portfolio and put your trend-spotting abilities to the test.
Advertising
Supercharge your marketing by partnering with Trend Hunter.
Portfolio
Visit your public portfolio and browse your past articles.
Add a Trend
Write up an article and showcase your trend-spotting skills.
My Trends
Edit your articles and see how they stack up on the leaderboards.
Settings
Edit your profile, connect your social media accounts, and more.
Add a trend, customize your dashboard, or track topics.
Future Festival
Innovation Events
Join the world's top innovators at our in person events.
Free Webinars
Learn to innovate through chaos, navigate the new normal and maintain work culture from home.
Custom Training & Events
Bring the Future Festival experience directly to your team or co-hosted custom event.
Search our database of 460,592 cutting edge ideas.

Neural Network Character Controls

Daniel Holden Created Neural Networks for Character Control

— May 3, 2017 — Tech
Daniel Holden, a researcher from the University of Edinburgh, has recently designed a new system of character control that promises to not only make character movements in video games look more realistic but also to ensure that games run more smoothly in general. Announced in a paper released by the university entitled 'Phase-Functioned Neural Networks for Character Control,' the system uses neural networks in order to give characters a wide range of motion while drawing from a relatively small database.

In games up until now, characters moved by combining series of pre-designed animations stored locally on the game's device or the disc itself. This system is both data heavy and constrained, since the characters can only move in set patterns. Holden's neural network relies on motion data collected from actual footage of a model in motion, trimming from that to invent any independent movement.
Trend Themes
1. Motion Data Neural Networks - Using motion data and neural networks for character control in video games can enhance realism and improve gameplay.
2. Real-time Character Animation - Developing real-time character animation systems using neural networks can revolutionize the gaming industry by providing smoother and more natural movements.
3. Database-driven Character Motion - Implementing database-driven character motion with neural networks can optimize storage and allow for more diverse and dynamic character animations.
Industry Implications
1. Video Games - The video game industry can benefit from incorporating motion data neural networks to create more immersive and realistic gaming experiences.
2. Artificial Intelligence - The field of artificial intelligence can explore the application of neural networks in character control as a disruptive innovation for interactive virtual environments.
3. Animation and Visual Effects - Incorporating real-time character animation using neural networks can revolutionize the animation and visual effects industry by streamlining the animation production process.
2.1
Score
Popularity
Activity
Freshness