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03/27/2023
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations
Publicly available collections of drug-like molecules have grown to comp...
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09/20/2022
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Hyperdimensional computing (HDC) is a paradigm for data representation a...
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07/20/2020
SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation
Hyperdimensional computing (HD) is an emerging paradigm for machine lear...
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05/14/2020
Prive-HD: Privacy-Preserved Hyperdimensional Computing
The privacy of data is a major challenge in machine learning as a traine...
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11/17/2019
FPGA Energy Efficiency by Leveraging Thermal Margin
Cutting edge FPGAs are not energy efficient as conventionally presumed t...
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08/18/2019