most citedMIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing

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cs.ET2021★ 1 cited

MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing

Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou +3

Hyperdimensional Computing (HDC) is an emerging computational framework that mimics important brain functions by operating over high-dimensional vectors, called hypervectors (HVs).…

cs.ET2020

In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories

Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna +6

Nearest neighbor (NN) search is an essential operation in many applications, such as one/few-shot learning and image classification. As such, fast and low-energy hardware support f…