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Cellular neural network. In computer science and machine learning, cellular neural networks (CNN) are a parallel computing paradigm similar to neural networks, with the difference that communication is allowed between neighbouring units only. Typical applications include image processing, analyzing 3D surfaces, solving partial differential equations, reducing non-visual problems to geometric maps, modelling biological vision and other sensory-motor organs. CNN architecture[edit] Due to their number and variety of architectures, it is difficult to give a precise definition for a CNN processor. From an architecture standpoint, CNN processors are a system of a finite, fixed-number, fixed-location, fixed-topology, locally interconnected, multiple-input, single-output, nonlinear processing units.

The nonlinear processing units are often referred to as neurons or cells. Cells are defined in a normed space, commonly a two-dimensional Euclidean geometry, like a grid. Literature review[edit] Model of computation[edit] NaturalMotion gives us an amusing lesson in video game physics – Video Games Reviews, Cheats. Real-time digital-holographic microscopy using GPU. Whole brain network imaging. Computer To Replicate Human Brain. A remote control that controls humans (English audio) David Hanson: Robots that "show emotion" World Builder (high quality) Amazing 3D immersion technology. Total Immersions Augmented Reality Demo. DEMO: Virtual worlds nail the wow factor. Holographics + Augmented Reality.

Physics Demo Shows Off Water Simulation on 1 GPU - GTC 2010. Henry Markram: Supercomputing the brain's secrets. The dark side of the Simulation Argument. Kudos goes out to Nick Bostrom for having his Simulation Argument (SA) featured in the New York Times today. The SA essentially states that, given the potential for posthumans to create a vast number of ancestor simulations, we should probabilistically conclude that we are in a simulation rather than the deepest reality. Most people give a little chuckle when they hear this argument for the first time. I've explained it to enough people now that I've come to expect it.

The chuckle doesn't come about on account of the absurdity of the suggestion, it's more a chuckle of logical acknowledgment -- a reaction to the realization that it may actually be true. But this is no laughing matter; there are disturbing implications to the SA. Dammit, we're in a simulation! If we were ever to prove that we exist inside a simulation, it would be proof that the transhumanist assumption is correct -- that the transition from a human to a posthuman condition is in fact possible.