Dmitri A. Rachkovskij - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 15 from 15

2023

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data TransformationsDenis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi. ACM Comput. Surv., 55(6), 2023. [doi]

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and ChallengesDenis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi. ACM Comput. Surv., 55(9), 2023. [doi]

2022

2018

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping CharacteristicsDenis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey. tnn, 29(12):5880-5898, 2018. [doi]

2016

Modification of Holographic Graph Neuron Using Sparse Distributed RepresentationsDenis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij. bica 2016: 39-45 [doi]

2012

Similarity-Based Retrieval with Structure-Sensitive Sparse Binary Distributed RepresentationsDmitri A. Rachkovskij, Serge V. Slipchenko. ci, 28(1):106-129, 2012. [doi]

2005

Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral stringsAlexander V. Goltsev, Dmitri A. Rachkovskij. PR, 38(3):315-322, 2005. [doi]

2004

Some approaches to analogical mapping with structure-sensitive distributed representationsDmitri A. Rachkovskij. jetai, 16(3):125-144, 2004. [doi]

2001

A Recurrent Neural Network for Partitioning of Hand Drawn Characters into Strokes of Different OrientationsAlexander V. Goltsev, Dmitri A. Rachkovskij. IJNS, 11(5):463-475, 2001.

Representation and Processing of Structures with Binary Sparse Distributed CodesDmitri A. Rachkovskij. tkde, 13(2):261-276, 2001. [doi]

Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent ThinningDmitri A. Rachkovskij, Ernst M. Kussul. neco, 13(2):411-452, 2001.

1999

The random subspace coarse coding scheme for real-valued vectorsErnst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch. ijcnn 1999: 450-455 [doi]

1998

DataGen: a generator of datasets for evaluation of classification algorithmsDmitri A. Rachkovskij, Ernst M. Kussul. prl, 19(7):537-544, 1998. [doi]

Sign in or sign up to see more results.

runs on WebDSL