Memory-inspired spiking hyperdimensional network for robust online learning

HIGHLIGHTS

• who: Zhuowen Zou from the University of Connecticut, Storrs, CT, USA have published the research: Memory-inspired spiking hyperdimensional network for robust online learning, in the Journal: Scientific Reports Scientific Reports
• what: The authors develop an end-to-end framework that enables co-training of SNN and HDC models. The authors evaluate SpikeHD on multiple classification problems. The authors evaluate prototypes in both fields using u00adDECOLLE52 (as SNN representative) and Hyperdimensional u00adComputing28 (as VSA representative). The authors propose SpikeHD, the first hybrid solution that fundamentally combines spiking neural_networks and hyperdimensional computing.

SUMMARY

 



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