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07/25/2022
COSIME: FeFET based Associative Memory for In-Memory Cosine Similarity Search
In a number of machine learning models, an input query is searched acros...
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07/16/2022
Associative Memory Based Experience Replay for Deep Reinforcement Learning
Experience replay is an essential component in deep reinforcement learni...
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04/15/2022
Experimentally realized memristive memory augmented neural network
Lifelong on-device learning is a key challenge for machine intelligence,...
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06/22/2021
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing
Hyperdimensional Computing (HDC) is an emerging computational framework ...
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06/18/2021
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories
The memory wall bottleneck is a key challenge across many data-intensive...
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11/13/2020
In-Memory Nearest Neighbor Search with FeFET Multi-Bit Content-Addressable Memories
Nearest neighbor (NN) search is an essential operation in many applicati...
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02/26/2020