Rahimi A - Search Results

1

Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks.

Kleyko D, Karunaratne G, Rabaey JM, Sebastian A, Rahimi A. Kleyko D, et al. Among authors: rahimi a. IEEE Trans Neural Netw Learn Syst. 2023 Dec;34(12):10993-10998. doi: 10.1109/TNNLS.2022.3159445. Epub 2023 Nov 30. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35333724

2

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics.

Kleyko D, Rahimi A, Rachkovskij DA, Osipov E, Rabaey JM. Kleyko D, et al. Among authors: rahimi a. IEEE Trans Neural Netw Learn Syst. 2018 Dec;29(12):5880-5898. doi: 10.1109/TNNLS.2018.2814400. Epub 2018 Apr 5. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29993669

3

Robust high-dimensional memory-augmented neural networks.

Karunaratne G, Schmuck M, Le Gallo M, Cherubini G, Benini L, Sebastian A, Rahimi A. Karunaratne G, et al. Among authors: rahimi a. Nat Commun. 2021 Apr 29;12(1):2468. doi: 10.1038/s41467-021-22364-0. Nat Commun. 2021. PMID: 33927202 Free PMC article.

4

In-memory factorization of holographic perceptual representations.

Langenegger J, Karunaratne G, Hersche M, Benini L, Sebastian A, Rahimi A. Langenegger J, et al. Among authors: rahimi a. Nat Nanotechnol. 2023 May;18(5):479-485. doi: 10.1038/s41565-023-01357-8. Epub 2023 Mar 30. Nat Nanotechnol. 2023. PMID: 36997756

5

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.

Kleyko D, Davies M, Frady EP, Kanerva P, Kent SJ, Olshausen BA, Osipov E, Rabaey JM, Rachkovskij DA, Rahimi A, Sommer FT. Kleyko D, et al. Among authors: rahimi a. Proc IEEE Inst Electr Electron Eng. 2022 Oct;110(10):1538-1571. Epub 2022 Oct 17. Proc IEEE Inst Electr Electron Eng. 2022. PMID: 37868615 Free PMC article.

6

Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings.

Burrello A, Schindler K, Benini L, Rahimi A. Burrello A, et al. Among authors: rahimi a. IEEE Trans Biomed Eng. 2020 Feb;67(2):601-613. doi: 10.1109/TBME.2019.2919137. Epub 2019 May 27. IEEE Trans Biomed Eng. 2020. PMID: 31144620

7

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

Burrello A, Benatti S, Schindler K, Benini L, Rahimi A. Burrello A, et al. Among authors: rahimi a. IEEE J Biomed Health Inform. 2021 Apr;25(4):935-946. doi: 10.1109/JBHI.2020.3022211. Epub 2021 Apr 6. IEEE J Biomed Health Inform. 2021. PMID: 32894725

8

Near-channel classifier: symbiotic communication and classification in high-dimensional space.

Hersche M, Lippuner S, Korb M, Benini L, Rahimi A. Hersche M, et al. Among authors: rahimi a. Brain Inform. 2021 Aug 17;8(1):16. doi: 10.1186/s40708-021-00138-0. Brain Inform. 2021. PMID: 34403011 Free PMC article.

9

Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing.

Benatti S, Montagna F, Kartsch V, Rahimi A, Rossi D, Benini L. Benatti S, et al. Among authors: rahimi a. IEEE Trans Biomed Circuits Syst. 2019 Jun;13(3):516-528. doi: 10.1109/TBCAS.2019.2914476. Epub 2019 May 2. IEEE Trans Biomed Circuits Syst. 2019. PMID: 31056519

10

A Primer on Hyperdimensional Computing for iEEG Seizure Detection.

Schindler KA, Rahimi A. Schindler KA, et al. Among authors: rahimi a. Front Neurol. 2021 Jul 20;12:701791. doi: 10.3389/fneur.2021.701791. eCollection 2021. Front Neurol. 2021. PMID: 34354666 Free PMC article.

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