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Osipov, Evgeny
227  Ergebnisse:
Personensuche X
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1

Hyperseed: Unsupervised Learning With Vector Symbolic Archi..:

Osipov, Evgeny ; Kahawala, Sachin ; Haputhanthri, Dilantha...
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  5 - p. 6583-6597 , 2024
Link: https://doi.org/10.1109/..
 
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2

A Two-Layer Self-Organizing Map with Vector Symbolic Archit..:

Kempitiya, Thimal ; Alahakoon, Damminda ; Osipov, Evgeny..
Biomimetics.  9 (2024)  3 - p. 175 , 2024
Link: https://doi.org/10.3390/..
 
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3

Hardware Efficient Direct Policy Imitation Learning for Rob..:

Sumanasena, Vidura ; Fernando, Heshan ; De Silva, Daswin...
Sensors.  24 (2023)  1 - p. 185 , 2023
Link: https://doi.org/10.3390/..
 
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4

A Survey on Hyperdimensional Computing aka Vector Symbolic ..:

Kleyko, Denis ; Rachkovskij, Dmitri ; Osipov, Evgeny.
ACM Computing Surveys.  55 (2023)  9 - p. 1-52 , 2023
Link: https://doi.org/10.1145/..
 
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5

Parameterization of Vector Symbolic Approach for Sequence E..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Kempitiya, Thimal ; De Silva, Daswin ; Kahawala, Sachin... - p. 1-7 , 2022
Link: https://doi.org/10.1109/..
 
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6

Integer Echo State Networks: Efficient Reservoir Computing ..:

Kleyko, Denis ; Frady, Edward Paxon ; Kheffache, Mansour.
IEEE Transactions on Neural Networks and Learning Systems.  33 (2022)  4 - p. 1688-1701 , 2022
Link: https://doi.org/10.1109/..
 
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7

Vector Semiotic Model for Visual Question Answering:

Kovalev, Alexey K. ; Shaban, Makhmud ; Osipov, Evgeny.
Cognitive Systems Research.  71 (2022)  - p. 52-63 , 2022
Link: https://doi.org/10.1016/..
 
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8

Few-shot Federated Learning in Randomized Neural Networks v..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Rosato, Antonello ; Panella, Massimo ; Osipov, Evgeny. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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9

A Survey on Hyperdimensional Computing aka Vector Symbolic ..:

Kleyko, Denis ; Rachkovskij, Dmitri A. ; Osipov, Evgeny.
ACM Computing Surveys.  55 (2022)  6 - p. 1-40 , 2022
Link: https://doi.org/10.1145/..
 
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10

A large-scale ENIGMA multisite replication study of brain a..:

Han, Laura K.M. ; Dinga, Richard ; Leenings, Ramona...
Neuroimage: Reports.  2 (2022)  4 - p. 100149 , 2022
Link: https://doi.org/10.1016/..
 
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11

Evaluating Complex Sparse Representation of Hypervectors fo..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Haputhanthri, Dilantha ; Osipov, Evgeny ; Kahawala, Sachin... - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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12

Question Answering for Visual Navigation in Human-Centered ..:

, In: Advances in Soft Computing; Lecture Notes in Computer Science,
Kirilenko, Daniil E. ; Kovalev, Alexey K. ; Osipov, Evgeny. - p. 31-45 , 2021
Link: https://doi.org/10.1007/..
 
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13

Robust Multi-Step Predictor for Electricity Markets with Re..:

Kahawala, Sachin ; De Silva, Daswin ; Sierla, Seppo...
Energies.  14 (2021)  14 - p. 4378 , 2021
Link: https://doi.org/10.3390/..
 
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14

On Effects of Compression with Hyperdimensional Computing i..:

, In: Advances in Computational Intelligence; Lecture Notes in Computer Science,
Rosato, Antonello ; Panella, Massimo ; Osipov, Evgeny. - p. 155-167 , 2021
Link: https://doi.org/10.1007/..
 
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15

Hyperdimensional Representations in Semiotic Approach to AG:

, In: Artificial General Intelligence; Lecture Notes in Computer Science,
Kovalev, Alexey K. ; Panov, Aleksandr I. ; Osipov, Evgeny - p. 231-241 , 2020
Link: https://doi.org/10.1007/..
 
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