Dmitri A. Rachkovskij

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 14

Top Topics

Distance Measure

Similarity Metric

Cognitive Models

Distributed Representations

Top Venues

ACM Comput. Surv.

Publications

Dmitri A. Rachkovskij
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. Cogn. Comput. 16 (3) (2024)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. ACM Comput. Surv. 55 (9) (2023)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. ACM Comput. Surv. 55 (6) (2023)
Dmitri A. Rachkovskij, Denis Kleyko
Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. IJCNN (2022)
Dmitri A. Rachkovskij
Representation of spatial objects by shift-equivariant similarity-preserving hypervectors. Neural Comput. Appl. 34 (24) (2022)
Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proc. IEEE 110 (10) (2022)
Dmitri A. Rachkovskij, Denis Kleyko
Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. CoRR (2022)
Denis Kleyko, Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen, Evgeny Osipov, Jan M. Rabaey, Dmitri A. Rachkovskij, Abbas Rahimi, Friedrich T. Sommer
Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware. CoRR (2021)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. CoRR (2021)
Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. CoRR (2021)
Dmitri A. Rachkovskij
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. CoRR (2021)
Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov
Neural Distributed Autoassociative Memories: A Survey. CoRR (2017)
Denis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij
Modification of Holographic Graph Neuron Using Sparse Distributed Representations. BICA (2016)
Dmitri A. Rachkovskij, Serge V. Slipchenko
Similarity-Based Retrieval with Structure-Sensitive Sparse Binary Distributed Representations. Comput. Intell. 28 (1) (2012)
Alexander V. Goltsev, Dmitri A. Rachkovskij
Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings. Pattern Recognit. 38 (3) (2005)
Dmitri A. Rachkovskij
Some approaches to analogical mapping with structure-sensitive distributed representations. J. Exp. Theor. Artif. Intell. 16 (3) (2004)
Dmitri A. Rachkovskij
Representation and Processing of Structures with Binary Sparse Distributed Codes. IEEE Trans. Knowl. Data Eng. 13 (2) (2001)
Dmitri A. Rachkovskij, Ernst M. Kussul
Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent Thinning. Neural Comput. 13 (2) (2001)
Alexander V. Goltsev, Dmitri A. Rachkovskij
A Recurrent Neural Network for Partitioning of Hand Drawn Characters into Strokes of Different Orientations. Int. J. Neural Syst. 11 (5) (2001)
Ernst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch
The random subspace coarse coding scheme for real-valued vectors. IJCNN (1999)
Dmitri A. Rachkovskij, Ernst M. Kussul
DataGen: a generator of datasets for evaluation of classification algorithms. Pattern Recognit. Lett. 19 (7) (1998)