Spiking neural networks (SNNs), novel models that simulate natural learning by dynamically re-mapping neural networks, are used in neuromorphic computing to make decisions in response to learned patterns over time. Neuromorphic processors leverage these asynchronous, event-based SNNs to achieve orders of magnitude gains in power and performance over conventional architectures.
Intel Labs has established the Intel Neuromorphic Research Community (INRC), a global collaborative research effort that brings together teams from academic, government, and industry organizations to overcome the wide-ranging challenges in the field of neuromorphic computing.
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