SupportHDC: Hyperdimensional Computing with Scalable Hypervector Sparsity

Author:

Safa Ali1ORCID,Ocket Ilja2ORCID,Catthoor Francky1ORCID,Gielen Georges3ORCID

Affiliation:

1. IMEC, Belgium and KU Leuven, Belgium

2. IMEC, Belgium

3. KU Leuven, Belgium and IMEC, Belgium

Publisher

ACM

Reference30 articles.

1. . Publicly available python code implementing the conventional HDC encoder used in D. Ma et al. "HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing " 2021 58th ACM/IEEE DAC https://github.com/AikawaMafuyu/HDMNIST (accessed 19/10/2022). https://github.com/AikawaMafuyu/HDMNIST . Publicly available python code implementing the conventional HDC encoder used in D. Ma et al. "HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing " 2021 58th ACM/IEEE DAC https://github.com/AikawaMafuyu/HDMNIST (accessed 19/10/2022). https://github.com/AikawaMafuyu/HDMNIST

2. An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection

3. One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing

4. En-Jui Chang , Abbas Rahimi , Luca Benini , and An- Yeu Andy Wu . 2019 . Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals. In 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS). 137–141 . https://doi.org/10.1109/AICAS.2019.8771622 10.1109/AICAS.2019.8771622 En-Jui Chang, Abbas Rahimi, Luca Benini, and An-Yeu Andy Wu. 2019. Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals. In 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS). 137–141. https://doi.org/10.1109/AICAS.2019.8771622

5. An Improved Conjugate Gradient Scheme to the Solution of Least Squares SVM

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