Hopfield Neural Net Helper AIs For Astronauts
Hopfield neural net artificial intelligences may ride along with astronauts on future missions, helping them to discover alien life. That’s the vision of a research team led by Patrick McGuire, a University of Chicago geoscientist who’s developed algorithms that can recognize signs of life in a barren landscape.
(Cyborg astrobiologists look for life in Utah)
The Hopfield neural network compares new data against patterns it's seen before, looking for unusual inputs. In a research paper, McGuire shows that the system was able to differentiate lichen from surrounding rock. The system is also intended to use wavelengths of light that are invisible to human beings, therefore seeing details that people cannot and reasoning about them in human-like ways.
The lichen tests were conducted in Spain and at Utah’s Mars Desert Research Station, where two of the researchers donned spacesuits and lived for two weeks in the field as astronauts. They carried hand-held digital microscopes and cell phone cameras, which sent the data via bluetooth to netbooks running McGuire’s Hopfield network.
The lichen identification was based on color data. McGuire next plans to train the network to process different textures. Ultimately he wants to conduct analysis at different scales, from the microscopic up to landscape-wide.
I was trying to think of helper robots or other similar ideas from science fiction. For example, Robert Forward (with the imaginative help of Has Moravec) write about Christmas bush motile robots that could ride along with astronauts and were also equipped with senses that humans lacked:
The "hands" of the Christmas Bush have capabilities that go way beyond that of the human hand. The Christmas Bush can stick a "hand" inside a delicate piece of equipment, and using its lasers as a light source and its detectors as eyes, rearrange the parts inside for a near instantaneous repair. The Christmas Bush also has the ability to detach portions of itself to make smaller motiles...
Each astronaut in the crew has a small subtree or "imp" that stays with him or her to act as the communication link to the main computer. Most of the crew have the tiny imp ride on their shoulder, although some of the women prefer to keep theirs in their hairdo. In addition to acting as the communication link to the computer, the imps also act as health monitors and personal servants.
Any other favorites for this category, readers?
Read more at Blogdig and Wired.
Scroll down for more stories in the same category. (Story submitted 11/3/2009)
Follow this kind of news @Technovelgy.
| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
you like to contribute a story tip?
Get the URL of the story, and the related sf author, and add
Comment/Join discussion ( 4 )
Related News Stories -
Watch 'Do You Trust This Computer' For Free Today
Thanks for making this available, Elon.
EA Created AI That Taught Itself To Play Battlefield
Harmless fun for computer scientists.
AI Tool Lynx Insight And The Cybernetic Newsroom
'The structure,... was once a great homeostatic newspaper, the New York Times. It printed itself directly below us...' - Philip K. Dick, 1963.
Evorus Your Crowd-Powered Conversational Assistant
'...the DS [Daily Schedule] was suddenly transformed into a valued confidante.'
Technovelgy (that's tech-novel-gee!)
is devoted to the creative science inventions and ideas of sf authors. Look for
the Invention Category that interests
you, the Glossary, the Invention
Timeline, or see what's New.
Swarm Of Mindless Robots Works Together
'Very tiny pseudo insects that... can unite to form a superordinate system.'
SpotMini Robot Dog, Autonomous And On Sale In 2019
Great, an autonomous slamhound. It is cute, though.
RoboFly Is Laser-Powered, Adorable
Don't swat this fly!
MSG Sphere Las Vegas, ala Star Wars
'The smoky globe, hung in the vault, was shot with colored light...'
Tetraplegics Dominate Avatar Races
Well, just speaking brain-to-computer...
MIT Ampli Blocks Build Biomedical Devices
Damn it Spock, I'm a doctor not an engineer!
UberAIR Asks For Skytaxi Landing Prototypes
You know you want to ride in one.
Boring Tunnel Almost Ready
Your underground future is calling!
Handheld Human Skin Printer
It outputs a thin wad of uniflesh.
Healthy Fast Food Courtesy Of Robot Chefs
'The electric cook was stirring empty nothing in a pan, with a zeal worthy a dozen eggs.'
Mass Production Of In Vitro Meat From One Sample
They're Assimilating Our Culture, That's What They're Doing
Amazing 'Hybrid' Solar-Powered Sea Slug Does Photosynthesis
Thank goodness for Star Trek.
Retinal Prosthesis Uses Organic Printing Inks
We can rebuild you - well, your eyes, maybe.
Should You Submit Your DNA To A Database?
Consumer DNA services are often inaccurate.
Squid-Like Robots Soon To Be 3D Printable
'It was a chemotactic artificial jellyfish designed to slither...'
Humans Evolve Deep Diving Abilities
Sounds like '60s sci-fi to me.
More SF in the News Stories
More Beyond Technovelgy science news stories