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A New Paradigm of Computing: Neuromorphic Computing
Dr. S.Sofana Reka, Embedded System RG
Neuromorphic computing in the present era of technology just got
a big boost with a million-core supercomputer that nearly took a
decade for researchers to build in UK. The wave of this computing
is a rapidly growing area of computer science research that moves
on to focus of developing system multicore architectures. Hitherto,
using computers to mimic the brain is known as neuromorphic
computing wherein specialized computer chips replicate the way
the human brain processes multi-fold information. This area not
only allows neuroscientists to create new models of the brain,
rather it shall also allow roboticists to develop unprecedented
robots that can navigate intricate environments using computer
vision. One of the massive technical challenges in this concern is
developing hardware that can manage this massive parallel
processing capacity that brings in the fleshy computer in our
skulls.
Image: The architecture of the 18core SpiNNaker chips developed
under the research pool of University of Manchester.