April 2013
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Finally, however, in the last decade Hinton and other researchers made some fundamental conceptual breakthroughs. In 2006, Hinton developed a more efficient way to teach individual layers of neurons. The first layer learns primitive features, like an edge in an image or the tiniest unit of speech sound. It does this by finding combinations…
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As life has evolved, its complexity has increased exponentially, just like Moore’s law. Now geneticists have extrapolated this trend backwards and found that by this measure, life is older than the Earth itself. via Moore’s Law and the Origin of Life | MIT Technology Review.
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Inference, particularly with large data sets, and disparate solution criteria, is one of the tougher challenges of current computing models. Probabilistic computing may unlock an alternative approach to tackling complex problems by enabling systems to infer solutions that lie outside the current linear computational models: Probabilistic programming languages are in the spotlight. This is due to…
nitin badjatia 