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IEEE Philly - BRAIN INSPIRED COMPUTING: THE EXTRAORDINARY VOYAGES IN KNOWN AND UNKNOWN WORLDS
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BRAIN INSPIRED COMPUTING: THE EXTRAORDINARY VOYAGES IN KNOWN AND UNKNOWN WORLDS
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MEETING DETAILS
Date:Thursday October 24, 2019
Time: 7:00 pm - 8:00 pm
Location: Tolentine Hall, Room 215
800 Lancaster Ave., Villanova University
Villanova, PA
Click HERE for registration or more information.
Speaker: Hai “Helen” Li
Human brain is the most sophisticated organ that nature ever builds. Building a machine that can function like a human brain, indubitably, is the ultimate dream of a computer architect. Although we have not yet fully understood the working mechanism of human brains, the part that we have learned in past seventy years already guided us to many remarkable successes in computing applications, e.g., artificial neural network and machine learning. Inspired by the working mechanism of human brain, neuromorphic system naturally possesses a massively parallel architecture with closely coupled memory, offering a great opportunity to break the "memory wall" in von Neumann architecture. The talk will start with a background introduction of neuromorphic computing, followed by examples of hardware acceleration schemes of learning and neural network algorithms and memristor-based computing engine. I will also share our prospects on the future technology challenges and advances of neuromorphic computing.
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