Dmitri A. Rachkovskij

Orcid: 0000-0002-3414-5334

According to our database1, Dmitri A. Rachkovskij authored at least 18 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges.
ACM Comput. Surv., 2023

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations.
ACM Comput. Surv., 2023

2022
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
Proc. IEEE, 2022

Representation of spatial objects by shift-equivariant similarity-preserving hypervectors.
Neural Comput. Appl., 2022

Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences.
CoRR, 2021

Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware.
CoRR, 2021

2018
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics.
IEEE Trans. Neural Networks Learn. Syst., 2018

2017
Neural Distributed Autoassociative Memories: A Survey.
CoRR, 2017

2016
Modification of Holographic Graph Neuron Using Sparse Distributed Representations.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2012
Similarity-Based Retrieval with Structure-Sensitive Sparse Binary Distributed Representations.
Comput. Intell., 2012

2005
Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings.
Pattern Recognit., 2005

2004
Some approaches to analogical mapping with structure-sensitive distributed representations.
J. Exp. Theor. Artif. Intell., 2004

2001
Representation and Processing of Structures with Binary Sparse Distributed Codes.
IEEE Trans. Knowl. Data Eng., 2001

Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent Thinning.
Neural Comput., 2001

A Recurrent Neural Network for Partitioning of Hand Drawn Characters into Strokes of Different Orientations.
Int. J. Neural Syst., 2001

1999
The random subspace coarse coding scheme for real-valued vectors.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
DataGen: a generator of datasets for evaluation of classification algorithms.
Pattern Recognit. Lett., 1998


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