Neuromorphic computing, which draws insights from neuroscience to create chips that function more like the biological brain, aspires to deliver orders of magnitude improvements in energy efficiency, speed of computation, and efficiency of learning across a range of edge applications: from vision, voice, and gesture recognition to search retrieval, robotics, and constrained optimization problems. The Loihi 2 chip incorporates learnings from three years of use with the first-generation research chip and leverages progress in Intel’s process technology and asynchronous design methods.
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