30 November 2012

SPAUN:Semantic Pointer Architecture Unifies Network.

Spaun

Spaun, simulated human brain
A group of neuroscientists and software engineers at the University of Waterloo in Canada are claiming to have built the world’s most complex, large-scale model simulation of the human brain. The simulated brain, which runs on a supercomputer, has a digital eye which it uses for visual input, a robotic arm that it uses to draw its responses — and it can pass the basic elements of an IQ test.
The brain, called Spaun (Semantic Pointer Architecture Unified Network), consists of 2.5 million simulated neurons, allowing it to perform eight different tasks. These tasks range from copy drawing to counting, to question answering and fluid reasoning. At this point, you should watch the video below to get a rough idea of how Spaun works — and then read on to find out why Spaun is so interesting.




Moving forward, the research team, led by Chris Eliasmith, wants to imbue Spaun with adaptive plasticity — the ability to rewire its neurons and learn new tasks simply by doing, rather than being pre-programmed. As for the ultimate end goal, Eliasmith is excited about Spaun’s prospects. “It lets us understand how the brain, the biological substrate, and behavior relate. That’s important for all sorts of health applications,” he says in an interview with PopSci. In testing he has “killed” synthetic neurons and watched performance degrade, which could provide an interesting insight into natural aging and degenerative disorders.
Spaun is built upon Nengo, a graphical open-source software package for building simulated neural systems. You can actually download the Spaun neural model, if you want to simulate your own brain — though I suspect it might require a little more processing power than your desktop PC.
Now read: Hackers backdoor the human brain, successfully extract sensitive data
Research paper: DOI: 10.1126/science.1225266 – “A Large-Scale Model of the Functioning Brain”



U.WATERLOO: Prof C. ELIASMITH

Chris Eliasmith

Professor
Canada Research Chair in Theoretical Neuroscience
Department of Philosophy
Department of Systems Design Engineering
University of Waterloo
Waterloo, Ontario
N2L 3G1
Canada

Research Positions

2011-Present
Full Professor
Department of Philosophy
Department of Systems Design Engineering
Cheriton School of Computer Science (cross appointment)
University of Waterloo
2006-Present
Canada Research Chair in Theoretical Neuroscience (Tier II)
2006-Present
Director, Centre for Theoretical Neuroscience
University of Waterloo
2005-Present
Associate Professor
Department of Philosophy
Department of Systems Design Engineering
Cheriton School of Computer Science (cross appointment)
University of Waterloo
2001-2005
Assistant Professor
Department of Philosophy
University of Waterloo
2000-2001
Post-Doctoral Research Associate
Computational Neuroscience Research Group
McDonnell Center for Higher Brain Function
Washington University Medical School

Education

2008 - Present
Licensed Professional Engineer (Ontario)
1996 - 2000
Ph.D. in Philosophy
Philosophy-Neuroscience-Psychology Program
Washington University in St. Louis, St. Louis, MO, USA
Thesis: How neurons mean: A neurocomputational theory of representational content (pdf version)
Areas of Interest: Philosophy of Mind, Theoretical Neuroscience, Cognitive Science, Philosophy of Science (esp. Neuroscience), Epistemology
1994 - 1995
M.A. Philosophy
University of Waterloo, Waterloo, Ontario, Canada 
Thesis: Mind as a dynamic system (pdf)
1989 - 1994
B.A.Sc. Systems Design Engineering, First Class Honours
University of Waterloo, Waterloo, Ontario, Canada 

Books

Eliasmith, C. (in press) How to build a brain: A neural architecture for biological cognition. Oxford University Press.
Eliasmith, C. and C. H. Anderson (2003). Neural Engineering: Computation, representation and dynamics in neurobiological systems. MIT Press. (Amazon.com).

EMIGRATION can lengthen LIFE

From UK DAILY MAIL

Where in the world will you live the longest? Colour-coded map highlights stark differences in life expectancy across globe

How long will you live? The world map of life expectancy
This revealing colour-coded map reveals the patchwork of different life expectancies in 188 of the world's countries. No surprises, people are likely to live the longest in developed countries with state-funded healthcare systems like Japan, Canada and the UK, which each have average life expectancies of over 80. However despite the prohibitive cost U.S. healthcare, it's interesting to note that life expectancy in the world's superpower still regularly reaches higher than 77.5 - as good as some European social democracies.