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Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

On Separating Long- and Short-term Memories in Hyperdimensional Computing

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Updated at: 28-04-2024

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Computing on Functions Using Randomized Vector Representations (in brief)

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Updated at: 28-04-2024

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HyperSeed: Unsupervised Learning with Vector Symbolic Architectures

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Updated at: 28-04-2024

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Cellular Automata Can Reduce Memory Requirements of Collective-State Computing

Project: devSAFARI

Updated at: 28-04-2024

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Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Integer Factorization with Compositional Distributed Representations

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Updated at: 28-04-2024

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Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware

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Updated at: 28-04-2024

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Project acronym devSAFARI

Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Efficient Decoding of Compositional Structure in Holistic Representations

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Periodic Reporting for period 1 - devSAFARI (A Low-Power Artificial Intelligence Framework based on Vector Symbolic Arch...

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

End to End Binarized Neural Networks for Text Classification

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectur...

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Updated at: 28-04-2024

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A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and C...

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Updated at: 28-04-2024

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Project acronym devSAFARI

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences

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Updated at: 28-04-2024

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Perceptron Theory for Predicting the Accuracy of Neural Networks

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Updated at: 28-04-2024

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Project acronym devSAFARI

Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences

Project: devSAFARI

Updated at: 28-04-2024

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Variable Binding for Sparse Distributed Representations: Theory and Applications

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Updated at: 28-04-2024

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Project acronym devSAFARI

Variable Binding for Sparse Distributed Representations: Theory and Applications.

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

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

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

Perceptron Theory Can Predict the Accuracy of Neural Networks

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing Enabled Embedding o...

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI

On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks

Project: devSAFARI

Updated at: 28-04-2024

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Project acronym devSAFARI