• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 24 matches

• 2024
• 
  Dmitri A. Rachkovskij:
  Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. Cogn. Comput. 16(3): 909-923 (2024)
• 
  Denis Kleyko, Dmitri A. Rachkovskij:
  On Design Choices in Similarity-Preserving Sparse Randomized Embeddings. IJCNN 2024: 1-8
• 
  Kenny Schlegel, Dmitri A. Rachkovskij, Evgeny Osipov, Peter Protzel, Peer Neubert:
  Learnable Weighted Superposition in HDC and its Application to Multi-channel Time Series Classification. IJCNN 2024: 1-7
• 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): 130:1-130:40 (2023)
• 
  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): 175:1-175:52 (2023)
• 2022
• 
  Dmitri A. Rachkovskij:
  Representation of spatial objects by shift-equivariant similarity-preserving hypervectors. Neural Comput. Appl. 34(24): 22387-22403 (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): 1538-1571 (2022)
• 
  Dmitri A. Rachkovskij, Denis Kleyko:
  Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. IJCNN 2022: 1-8
• 
  Dmitri A. Rachkovskij, Denis Kleyko:
  Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences. CoRR abs/2201.11691 (2022)
• 2021
• 
  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 abs/2106.05268 (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 abs/2111.06077 (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 abs/2112.15424 (2021)
• 
  Dmitri A. Rachkovskij:
  Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences. CoRR abs/2112.15475 (2021)
• 2018
• 
  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): 5880-5898 (2018)
• 2017
• 
  V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov:
  Neural Distributed Autoassociative Memories: A Survey. CoRR abs/1709.00848 (2017)
• 2016
• 
  Denis Kleyko, Evgeny Osipov, Dmitri A. Rachkovskij:
  Modification of Holographic Graph Neuron Using Sparse Distributed Representations. BICA 2016: 39-45
• 2012
• 
  Dmitri A. Rachkovskij, Serge V. Slipchenko:
  Similarity-Based Retrieval with Structure-Sensitive Sparse Binary Distributed Representations. Comput. Intell. 28(1): 106-129 (2012)
• 2005
• 
  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): 315-322 (2005)
• 2004
• 
  Dmitri A. Rachkovskij:
  Some approaches to analogical mapping with structure-sensitive distributed representations. J. Exp. Theor. Artif. Intell. 16(3): 125-144 (2004)
• 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): 463-475 (2001)
• 
  Dmitri A. Rachkovskij, Ernst M. Kussul:
  Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent Thinning. Neural Comput. 13(2): 411-452 (2001)
• 
  Dmitri A. Rachkovskij:
  Representation and Processing of Structures with Binary Sparse Distributed Codes. IEEE Trans. Knowl. Data Eng. 13(2): 261-276 (2001)
• 1999
• 
  Ernst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch:
  The random subspace coarse coding scheme for real-valued vectors. IJCNN 1999: 450-455
• 1998
• 
  Dmitri A. Rachkovskij, Ernst M. Kussul:
  DataGen: a generator of datasets for evaluation of classification algorithms. Pattern Recognit. Lett. 19(7): 537-544 (1998)