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Plastic synapses in a stable brain

Massimiliano Versace | February 2, 2010

One of the major themes in the SyNAPSE project is developing chips that can learn meaningful information, and preserve it over time. In other words: memristors can learn, but we need to ensure that they are stably learning something useful for the system they are embedded in.

Some help to solve this technological problem comes from neuroscience. The question of how can the cerebral cortex develop stable memories while at the same time incorporating new information through an organism lifetime has been a central theme in many research groups. The talk posted on Neurdon describes one of these approaches. Read the rest of this entry »

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Biophys-Ed, DARPA SyNAPSE
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cortical column, DARPA SyNAPSE, learning, object recognition, spiking neurons, stdp, synaptic plasticity
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Programming a kinder, gentler conscious HAL

Sean Lorenz | July 18, 2009

hal-9000All this Neurdon hullabaloo over memristors and Kurzweilian futurism has got me thinking about the inevitable media question concerning all this: Will our RoboSlave Bots learn to love us in a somewhat creepy, Haley Joel Osment “Artificial Intelligence: AI” kind of way? In other words, will humans be able to one day produce conscious, silicon-based offspring? There are obviously a cornucopia of contingencies when discussing artificial sentience, however, I am going to not-so-subtly sidestep all the philosophical snafus and approach the problem from a modeler’s POV. Read the rest of this entry »

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consciousness, cortical column, global workspace theory, robot, spiking neurons
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SyNAPSE is not alone…

Massimiliano Versace | July 16, 2009

cortical_columnA recent article on the WSJ (In Search for Intelligence, a Silicon Brain Twitches) reviews the Blue Brain project based at the École Polytechnique Fédérale de Lausanne in Switzerland. The Blue Brian project, led for the last four years by Henry Markram, has focused in building a biologically accurate rat cortical column. Read the rest of this entry »

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DARPA SyNAPSE
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cortical column, DARPA, learning, neuromorphic technology, spiking neurons, super computer
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