Real-time execution of SNN models with synaptic plasticity for handwritten digit recognition on SIMD hardware

Recent advancements in neuromorphic computing have led to the development of hardware architectures inspired by Spiking Neural Networks (SNNs) to emulate the efficiency and parallel processing capabilities of the human brain. This work focuses on testing the HEENS architecture, specifically designed...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Bernardo Vallejo-Mancero, Jordi Madrenas, Mireya Zapata
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2024-08-01
Цуврал:	Frontiers in Neuroscience
Нөхцлүүд:	HEENS neuromorphic hardware spiking neural network LIF model Spike Timing Dependent Plasticity MNIST dataset
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fnins.2024.1425861/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!