[LINK] IBM simulate a "brain" with 500 billion neurons and 100 trillion synapses
Recent article in The New Yorker:
http://www.newyorker.com/online/blogs/newsdesk/2012/11/ibm-brain-simulation-compass.html
Here is the research report from IBM, with the simple title "10^14":
http://www.modha.org/blog/SC12/RJ10502.pdf
It's nothing like a real brain simulation, of course, but illustrates that hardware to do this is getting very close.
There is likely to be quite a long overhang between the hardware and the software...
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Comments (22)
I think important caveats need to be kept in mind. From the New Yorker article:
The full paper might be useful: http://conferences.computer.org/sc/2012/papers/1000a085.pdf
The paper seems to indicate that the sim is running 388 times slower than real-time. I guess we're not 100% there hardware-wise yet? Good.
this is worryingly fast IMO.
Thanks for this. The latest research report 10^14 already appears to be a significant update on that paper.
IBM now report roughly eight times as many simulated neurons and synapses, while the slow-down has gone from ~400x real-time to ~1500x real time. That works out at a factor > 2 in hardware improvement within a matter of months. They are using a custom hardware architecture and presumably there are still a lot of optimisations to be made. It can't be very long before this can run in real time.
As said in other comments, nobody knows how to program this yet...
I actually never heard about non-von Neumann architectures. Anybody has some tip on a good source on this? Especially how this relates to biological brain architectures? Thank you!
They simulate model neurons. Those neurons they are less complex than the real neurons that we have in our head. The way in which real neurons change the amount of ion channels on their membrane for long-term plasticity is neither fully understood nor easy to simulate.