Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
Kenneth Stewart,
Michael Neumeier,
Sumit Bam Shrestha
et al.
Abstract:Achieving personalized intelligence at the edge with real-time learning capabilities holds enormous promise to enhance our daily experiences and assist in decision-making, planning, and sensing.
Yet, today's technology encounters difficulties with efficient and reliable learning at the edge, due to a lack of personalized data, insufficient hardware capabilities, and the inherent challenges posed by online learning.
Over time and across multiple developmental phases, the brain has evolved to efficiently incor… Show more
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