Machine Learning Neural Networks Example

Neural Networks and Machine Learning

Dr. Tony Martinez and Dr. Dan Ventura
Neural networking is the science of creating computational solutions modeled after the brain.  Like the human brain, neural networks are trainable-once they are taught to solve one complex problem, they can apply their skills to a new set of problems without having to start the learning process from scratch.  Students working with Dr. Dan Ventura and Dr. Tony Martinez in the Neural Networks and Machine Learning Laboratory are taking these theories and applying them to complex problems.
The Lab seeks models which combine the best aspects of neural network mechanisms and symbolic artificial intelligence machine learning paradigms.  Neural networks and machine learning algorithms represent a dramatic departure from conventional programming techniques.  Rather than explicitly build a program to solve a problem, examples, called "training sets, " of a type of problem are given, which the neural network "learns" how to solve.  The network can then be presented with new examples on which it was not trained, known as "test sets, " and it will use the skills it gained from the training


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CDC Emergency Preparedness: Zombie Apocalypse

2011-05-19 16:43:20 by Otto_Negme

"If zombies did start roaming the streets, CDC would conduct an investigation much like any other disease outbreak. CDC would provide technical assistance to cities, states, or international partners dealing with a zombie infestation. This assistance might include consultation, lab testing and analysis, patient management and care, tracking of contacts, and infection control (including isolation and quarantine). It’s likely that an investigation of this scenario would seek to accomplish several goals: determine the cause of the illness, the source of the infection/virus/toxin, learn how it is transmitted and how readily it is spread, how to break the cycle of transmission and thus prevent further cases, and how patients can best be treated. Not only would scientists be working to...

Mice (pt. 2)

2005-11-06 12:14:22 by peasandcues

"There was joy in this discovery," Holy said. "We didn't expect it."
The finding opens the possibility of using mice to study and develop
treatments for autism and other communication disorders, said Holy,
the lead author and assistant professor of neurobiology and anatomy
at the university's medical school.
Bird song, how it is perceived and learned, is used to understand
how the human brain works. But some questions might be posed better
with mice, for experimental convenience, he said.
If it is true that the male mice are producing songs, it raises
questions about how their sounds develop and whether mice - like
birds - are able to learn new sounds, said animal communication
expert Peter Marler, a behavioral...

How to deconstruct almost anything

2001-07-16 02:03:37 by your_mother

My post modern adventure
'Academics get paid for being clever, not for being right.'
- Donald Norman
This is the story of one computer professional's explorations in the world of postmodern literary criticism. I'm a working software engineer, not a student nor an academic nor a person with any real background in the humanities. Consequently, I've approached the whole subject with a somewhat different frame of mind than perhaps people in the field are accustomed to. Being a vulgar engineer I'm allowed to break a lot of the rules that people in the humanities usually have to play by, since nobody expects an engineer to be literate. Ha. Anyway, here is my tale.
It started when my colleague Randy Farmer and I presented a paper at the Second International...

Peoples Bark News Berkeley

2001-09-10 19:17:45 by johnvance

Celebrate Black History and Womyn's Herstory every day!
These ARE available buttons/stickers - check out how to get em' at
our website! /> ==============================================
Send all news flashes to for publication.
A.J. Muste
If you believe that Peoples Bark News Berkeley is an invaluable
contribution and an asset to the community, please consider making a
donation. We are not tax-deductible. Make checks out to:
john vance, c/o A First...

Technology Development Engineer

2006-12-17 17:23:56 by SatelliteCommunications6

Responsible for the study and analysis of new and existing technologies that effect our corporate product and service offering. This position should be extremely forward looking into new technologies and the market environment in which they exist. This position should be extremely proactive in research for technologies that have an effect on the company’s current core business and new markets as defined by our marketing department and the company vision.
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