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Title: GitHub - HyperdimensionalComputing/collection: Collection of Hyperdimensional Computing Projects

Open Graph Title: GitHub - HyperdimensionalComputing/collection: Collection of Hyperdimensional Computing Projects

X Title: GitHub - HyperdimensionalComputing/collection: Collection of Hyperdimensional Computing Projects

Description: Collection of Hyperdimensional Computing Projects. Contribute to HyperdimensionalComputing/collection development by creating an account on GitHub.

Open Graph Description: Collection of Hyperdimensional Computing Projects. Contribute to HyperdimensionalComputing/collection development by creating an account on GitHub.

X Description: Collection of Hyperdimensional Computing Projects. Contribute to HyperdimensionalComputing/collection development by creating an account on GitHub.

Mail addresses
abbas@iis.ee.ethz.ch

Opengraph URL: https://github.com/HyperdimensionalComputing/collection

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Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectorshttps://link.springer.com/article/10.1007/s12559-009-9009-8
High-dimensional Computing as a Nanoscalable Paradigmhttps://iis-people.ee.ethz.ch/~arahimi/papers/TCAS17.pdf
Vector Symbolic Architectures Answer Jackendoff's Challenges for Cognitive Neurosciencehttps://arxiv.org/abs/cs/0412059
Pentti Kanerva. 1988. Sparse Distributed Memory. MIT Press, Cambridge, MA, USAhttps://mitpress.mit.edu/books/sparse-distributed-memory
Chris Eliasmith. 2013. How to Build a Brain: A Neural Architecture for Biological Cognition. Oxford University Press, Oxford, UKhttp://www.oxfordscholarship.com/view/10.1093/acprof:oso/9780199794546.001.0001/acprof-9780199794546
Tony A. Plate. 2003. Holographic Reduced Representation: Distributed Representation for Cognitive Structures. CSLI Publications, Stanford, CA, USAhttps://dl.acm.org/citation.cfm?id=862031
Tony A. Plate's Ph.D. Thesishttps://www.researchgate.net/publication/2459882_Distributed_Representations_and_Nested_Compositional_Structure
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#constrained-few-shot-class-incremental-learning
Link to codehttps://github.com/IBM/constrained-FSCIL
link to paperhttps://arxiv.org/pdf/2203.16588.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#integrating-event-based-dynamic-vision-sensors-with-sparse-hyperdimensional-computing-for-online-learning
Link to codehttps://github.com/iis-eth-zurich/hd_dvs
link to paperhttps://www.research-collection.ethz.ch/handle/20.500.11850/425534
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#one-shot-learning-for-intracranial-eeg-ieeg-seizure-detection
Link to code and FREE datasethttp://ieeg-swez.ethz.ch
link to paperhttps://www.research-collection.ethz.ch/handle/20.500.11850/305686
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#energy-efficient-seizure-detection-for-long-term-human-intracranial-eeg-ieeg
Link to code and largest iEEG datsethttp://ieeg-swez.ethz.ch
link to paperhttps://www.research-collection.ethz.ch/handle/20.500.11850/307983
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#multimodality-emotion-recognition-with-physiological-signals
Link to codehttps://github.com/enjui/HDC-MER
link to paperhttps://www.research-collection.ethz.ch/handle/20.500.11850/315807
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#an-emg-gesture-recognition-system-with-flexible-high-density-sensors
Link to code and datasethttps://github.com/a-moin/flexemg
System Demohttps://bwrc.eecs.berkeley.edu/sites/default/files/files/u2630/flexemg_v2_lq.mp4#t=2
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/ISCAS18.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#hand-gesture-recognition-using-electromyography-emg-signals
Link to code and datasethttps://github.com/abbas-rahimi/HDC-EMG
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/ICRC16.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#an-accelerator-for-hd-computing-on-a-parallel-ultra-low-power-platform
Link to codehttps://github.com/fabio-montagna/PULP-HD
Demohttps://www.youtube.com/watch?v=rjaw0LTqZZg
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/DAC18.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#cpugpu-hyperdimensional-computing-library
https://github.com/skurella/hdlibhttps://github.com/skurella/hdlib
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#fpga-optimizations-of-dense-binary-hd-computing
Link to codehttps://github.com/eardbi/hd-vhdl-library
link to paperhttps://arxiv.org/abs/1807.08583
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#motor-imagery-based-braincomputer-interfaces
Link to code and datasethttps://github.com/MHersche/HDembedding-BCI
link to paperhttps://arxiv.org/abs/1812.05705
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#braincomputer-interfaces-using-electroencephalography-eeg-signals
Link to codehttps://github.com/abbas-rahimi/HDC-EEG-ERP
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/MONET17.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#tradeoffs-in-choice-of-density-and-mapping-characteristics-of-binary-hd-computing
Link to codehttps://github.com/denkle/Binary-Hyperdimensional-Computing-Trade-offs-in-Choice-of-Density-and-Mapping
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/TNNLS18.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#european-language-recognition
Link to codehttps://github.com/abbas-rahimi/HDC-Language-Recognition
link to paperhttps://iis-people.ee.ethz.ch/~arahimi/papers/ISLPED16.pdf
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#learning-behavior-hierarchies-via-high-dimensional-sensor-projection
Link to codehttps://github.com/simondlevy/vsarobot
link to paperhttps://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/download/7075/6578
https://patch-diff.githubusercontent.com/HyperdimensionalComputing/collection#a-non-linear-notation-for-hyperdimensional-computing
Link to codehttps://github.com/treenotation
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link to paperhttps://arxiv.org/abs/1703.01192
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