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really deep into your own little world. Those moments where for a few brief minutes you forget about appointments, parking tickets, homework, reports, car payments, taxes, global warming, job security, the economy, the tea party; those moments where you just drift into existential bliss and tune out the societal noise.
What do you think about? Maybe you think about yourself and ask what makes you you? Why am I here, why are we all here? In those moments, however do you ever wonder or just sit in awe of the 3 pound organ in your head that allows you to tune out the noise and ask such deep questions? Do you ever wonder how the human brain works?
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Well whenever scientists try to investigate something that is to complicated to observe in the field or in a lab setting, we try the next best thing we develop computer simulations, or mathematical models, to create the closest thing we can to reality inside a computer. This has been done for years, in fact one of the pioneers of computer science Alan Turing goal was to ''build the brain'' and ended up building a computer. As you might have guessed the mathematics must be extremely complicated in order to program a simulation of a human brain, and you are right! Enter the crazy, complicated field of computational neuroscience.
Even though the idea to simulate the brain using computers has been around for almost 60 years, what has just become available is the computational power to actually perform such tasks. First, though I just want to briefly give a crash course in how to approach modeling.
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And this is where neurosciences have struggled, because as I said before, the human brain is IMMENSELY complicated. Some scientists believe that simulations must also account for the genes being expressed in each neuron as well as individual ion channels in each of the millions of individual neurons on top of the trillions of precise connections. Brain hurt so far? Don't worry so does mine, but stick with me here! What really is going to impress you though is that recently computational power has reached the point in which we can actually do this!
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This is heavy stuff, here's probably what your brain is feeling |
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Unlike most computers that just evaluate millions of possible decisions in milliseconds and then finding the best answer (think chess playing supercomputers), Spaun instead paused; it hesitated before giving an answer! It actually thought! To me that sparks a certain sense of fear that one day simulations like this may become self aware and destroy all of mankind! It also sparks some extreme interest and hope that these models become increasingly more accurate.
And I have no doubt that
they certainly will! It is just going to require a lot more knowledge of neural
connectivity in the brain, as well as you guessed it more computational power.
Which ultimately is the limiting factor, as always, when it comes to really
complicated models such as these. One day however, I have no doubt that
we will have cell phones with human-like AI like operating systems, similar to
one in the recent Spike Jonze's movie Her, hopefully minus the awkward dating
your phone phenomena. All AI thoughts and/or concerns aside, realistic
computer simulation of the human brain will contribute greatly to understand
how exactly the human mind works as a whole, as well as, aid in solving
diseases in which our minds' machinery goes haywire; such as Alzheimer's, depression,
and even schizophrenia. As well as aiding in understanding how we can perform
abstract processes such as what problem solving, creativity, and create/store
memories. Most importantly however, these models could very well hold the key
to understanding the process that gives our species the ability to ponder its
own existence. So keep at it computational neuroscientists! Math/computer/biology nerds are rooting for
you!
A
heavy blog like this requires some heavy music! Enjoy some mind bending music the next time you ponder your own existence!
References
1.) Eliasmith, C. and O. Trujillo. 2014. The use and abuse of large-scale brain models.Current Opinion of Neurobiology 25:1-6.
2.) Eliasmith, C., T.C. Stewart, X. Choo, T. Bekolay, T. DeWolf, Y. Tang, and D. Rasmussen. 2012. A large-scale model of the functioning brain. Science 338:1202-1205.
3.) Markram, H. 2006. The blue brain project. Nature Reviews: Neuroscience 7:153-160
4.) Stewart, T.C., F.X. Choo, C. Eliasmith. Spaun: a percption-cognition-action model using spiking neurons
http://www.gizmag.com/brain-computer-simulation/25349/
http://phenomena.nationalgeographic.com/2013/02/14/will-we-ever-simulate-the-brain/
Images
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