Dmitri A. Rachkovskij

30 papers B 4Journal 25Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph vector function architecture. Neural Networks Sachin Kahawala, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2026	J	`jnl`	Parametrization of sparse distributed representations for vector data classification. Neurocomputing Dilantha Haputhanthri, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Implementing Holographic Reduced Representations for Spiking Neural Networks. IEEE Access Vidura Sumanasena, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Margin-Based Training of HDC Classifiers. Big Data Cogn. Comput. Laura Smets, Dmitri A. Rachkovskij, Evgeny Osipov, Werner Van Leekwijck, Olexander Volkov, Steven Latré
2025	J	`jnl`	On Design Choices in Similarity-Preserving Sparse Randomized Embeddings. CoRR Denis Kleyko, Dmitri A. Rachkovskij
2025	J	`jnl`	Structured temporal representation in time series classification with ROCKETs and hyperdimensional computing. Data Min. Knowl. Discov. Kenny Schlegel, Dmitri A. Rachkovskij, Denis Kleyko, Ross W. Gayler, Peter Protzel, Peer Neubert
2024	B	`conf`	Learnable Weighted Superposition in HDC and its Application to Multi-channel Time Series Classification. IJCNN Kenny Schlegel, Dmitri A. Rachkovskij, Evgeny Osipov, Peter Protzel, Peer Neubert
2024	B	`conf`	On Design Choices in Similarity-Preserving Sparse Randomized Embeddings. IJCNN Denis Kleyko, Dmitri A. Rachkovskij
2024	J	`jnl`	Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. Cogn. Comput. Dmitri A. Rachkovskij
2023	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. ACM Comput. Surv. Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2023	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. ACM Comput. Surv. Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2022	B	`conf`	Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. IJCNN Dmitri A. Rachkovskij, Denis Kleyko
2022	J	`jnl`	Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. CoRR Dmitri A. Rachkovskij, Denis Kleyko
2022	J	`jnl`	Representation of spatial objects by shift-equivariant similarity-preserving hypervectors. Neural Comput. Appl. Dmitri A. Rachkovskij
2022	J	`jnl`	Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proc. IEEE 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
2021	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations. CoRR Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2021	J	`jnl`	A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges. CoRR Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov, Abbas Rahimi
2021	J	`jnl`	Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. CoRR Dmitri A. Rachkovskij
2021	J	`jnl`	Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware. CoRR 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
2018	J	`jnl`	Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Abbas Rahimi, Dmitri A. Rachkovskij, Evgeny Osipov, Jan M. Rabaey
2017	J	`jnl`	Neural Distributed Autoassociative Memories: A Survey. CoRR V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov
2016	—	`conf`	Modification of Holographic Graph Neuron Using Sparse Distributed Representations. BICA Denis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij
2012	J	`jnl`	Similarity-Based Retrieval with Structure-Sensitive Sparse Binary Distributed Representations. Comput. Intell. Dmitri A. Rachkovskij, Serge V. Slipchenko
2005	J	`jnl`	Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings. Pattern Recognit. Alexander V. Goltsev, Dmitri A. Rachkovskij
2004	J	`jnl`	Some approaches to analogical mapping with structure-sensitive distributed representations. J. Exp. Theor. Artif. Intell. Dmitri A. Rachkovskij
2001	J	`jnl`	A Recurrent Neural Network for Partitioning of Hand Drawn Characters into Strokes of Different Orientations. Int. J. Neural Syst. Alexander V. Goltsev, Dmitri A. Rachkovskij
2001	J	`jnl`	Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent Thinning. Neural Comput. Dmitri A. Rachkovskij, Ernst M. Kussul
2001	J	`jnl`	Representation and Processing of Structures with Binary Sparse Distributed Codes. IEEE Trans. Knowl. Data Eng. Dmitri A. Rachkovskij
1999	B	`conf`	The random subspace coarse coding scheme for real-valued vectors. IJCNN Ernst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch
1998	J	`jnl`	DataGen: a generator of datasets for evaluation of classification algorithms. Pattern Recognit. Lett. Dmitri A. Rachkovskij, Ernst M. Kussul