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A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems
A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems
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A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems

Strasser, Thomas ; Andren, Filip ; Kathan, Johannes ; Cecati, Carlo ; Buccella, Concettina ; Siano, Pierluigi ; Leitao, Paulo ; Zhabelova, Gulnara ; Vyatkin, Valeriy ; Vrba, Pavel ; Marik, Vladimir

IEEE transactions on industrial electronics (1982), 2015-04, Vol.62 (4), p.2424-2438 [Periódico revisado por pares]

New York: IEEE

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2
Reinforcement learning for industrial process control: A case study in flatness control in steel industry
Reinforcement learning for industrial process control: A case study in flatness control in steel industry
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Reinforcement learning for industrial process control: A case study in flatness control in steel industry

Deng, Jifei ; Sierla, Seppo ; Sun, Jie ; Vyatkin, Valeriy

Computers in industry, 2022-12, Vol.143, p.103748, Article 103748 [Periódico revisado por pares]

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3
Software Engineering in Industrial Automation: State-of-the-Art Review
Software Engineering in Industrial Automation: State-of-the-Art Review
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Software Engineering in Industrial Automation: State-of-the-Art Review

Vyatkin, Valeriy

IEEE transactions on industrial informatics, 2013-08, Vol.9 (3), p.1234-1249

Piscataway: IEEE

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4
Offline reinforcement learning for industrial process control: A case study from steel industry
Offline reinforcement learning for industrial process control: A case study from steel industry
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Offline reinforcement learning for industrial process control: A case study from steel industry

Deng, Jifei ; Sierla, Seppo ; Sun, Jie ; Vyatkin, Valeriy

Information sciences, 2023-06, Vol.632, p.221-231 [Periódico revisado por pares]

Elsevier Inc

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5
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics
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Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

Kleyko, Denis ; Rahimi, Abbas ; Rachkovskij, Dmitri A. ; Osipov, Evgeny ; Rabaey, Jan M.

IEEE transaction on neural networks and learning systems, 2018-12, Vol.29 (12), p.5880-5898

United States: IEEE

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6
High-Dimensional Computing as a Nanoscalable Paradigm
High-Dimensional Computing as a Nanoscalable Paradigm
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High-Dimensional Computing as a Nanoscalable Paradigm

Rahimi, Abbas ; Datta, Sohum ; Kleyko, Denis ; Frady, Edward Paxon ; Olshausen, Bruno ; Kanerva, Pentti ; Rabaey, Jan M.

IEEE transactions on circuits and systems. I, Regular papers, 2017-09, Vol.64 (9), p.2508-2521 [Periódico revisado por pares]

New York: IEEE

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7
A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks
A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks
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A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks

Frady, E. Paxon ; Kleyko, Denis ; Sommer, Friedrich T.

Neural computation, 2018-06, Vol.30 (6), p.1449-1513 [Periódico revisado por pares]

One Rogers Street, Cambridge, MA 02142-1209, USA: MIT Press

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8
Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system
Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system
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Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system

Mukhutdinov, Dmitry ; Filchenkov, Andrey ; Shalyto, Anatoly ; Vyatkin, Valeriy

Future generation computer systems, 2019-05, Vol.94, p.587-600 [Periódico revisado por pares]

Elsevier B.V

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9
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges
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A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges

Kleyko, Denis ; Rachkovskij, Dmitri ; Osipov, Evgeny ; Rahimi, Abbas

ACM computing surveys, 2023-09, Vol.55 (9), p.1-52, Article 175 [Periódico revisado por pares]

New York, NY: ACM

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10
A Formal Methodology for Accomplishing IEC61850 Real-Time Communication Requirements
A Formal Methodology for Accomplishing IEC61850 Real-Time Communication Requirements
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A Formal Methodology for Accomplishing IEC61850 Real-Time Communication Requirements

Kunz, Guilherme ; Machado, José ; Perondi, Eduardo ; Vyatkin, Valeriy

IEEE transactions on industrial electronics (1982), 2017, Vol.64 (8), p.6582 [Periódico revisado por pares]

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