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A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing
Hyperdimensional computing (HDC) is a brain-inspired computing paradigm ...
02/04/2021 ∙ by Manuel Eggimann, et al. ∙
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Binarization Methods for Motor-Imagery Brain-Computer Interface Classification
Successful motor-imagery brain-computer interface (MI-BCI) algorithms ei...
10/14/2020 ∙ by Michael Hersche, et al. ∙
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Robust High-dimensional Memory-augmented Neural Networks
Traditional neural networks require enormous amounts of data to build th...
10/05/2020 ∙ by Geethan Karunaratne, et al. ∙
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In-memory hyperdimensional computing
Hyperdimensional computing (HDC) is an emerging computing framework that...
06/04/2019 ∙ by Geethan Karunaratne, et al. ∙
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Adaptive EMG-based hand gesture recognition using hyperdimensional computing
Accurate recognition of hand gestures is crucial to the functionality of...
01/02/2019 ∙ by Ali Moin, et al. ∙
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Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
Key properties of brain-inspired hyperdimensional (HD) computing make it...
12/13/2018 ∙ by Michael Hersche, et al. ∙
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Hyperdimensional Computing Nanosystem
One viable solution for continuous reduction in energy-per-operation is ...
11/23/2018 ∙ by Abbas Rahimi, et al. ∙
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One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
This paper presents an efficient binarized algorithm for both learning a...
09/06/2018 ∙ by Alessio Burrello, et al. ∙
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An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
EMG-based gesture recognition shows promise for human-machine interactio...
02/28/2018 ∙ by Ali Moin, et al. ∙
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An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm
To overcome the limitations of conventional floating-point number format...
12/04/2017 ∙ by Florian Glaser, et al. ∙
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