This talk shares recent results from Intel’s neuromorphic research program, particularly from our Pohoiki Springs system announced earlier this year that instantiates 768 Loihi chips in a five rack unit chassis. These results show that neuromorphic architectures can provide orders of magnitude gains in computational speed and efficiency for a growing body of workloads. We will share examples spanning a range of tasks from similarity search to constraint satisfaction to relational reasoning. We will conclude with an outlook for this potentially disruptive technology that scales from edge to datacenter applications. Mike Davies, Director, Neuromorphic Computing Lab, Intel Corporation
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