| Tree-based machine learning performed in-memory with memristive analog CAM G Pedretti, CE Graves, S Serebryakov, R Mao, X Sheng, M Foltin, C Li, ... Nature communications 12 (1), 5806, 2021 | 77 | 2021 |
| P2P agent platform: Implementation and testing V Gorodetsky, O Karsaev, V Samoylov, S Serebryakov Agents and Peer-to-Peer Computing: 6th International Workshop, AP2PC 2007 …, 2010 | 48 | 2010 |
| Mixed precision quantization for ReRAM-based DNN inference accelerators S Huang, A Ankit, P Silveira, R Antunes, SR Chalamalasetti, I El Hajj, ... Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 44 | 2021 |
| Artificial intelligence and critical systems: From hype to reality P Laplante, D Milojicic, S Serebryakov, D Bennett Computer 53 (11), 45-52, 2020 | 30 | 2020 |
| Agent-based service-oriented intelligent P2P networks for distributed classification V Gorodetskiy, O Karsaev, V Samoilov, S Serebryakov 2006 International Conference on Hybrid Information Technology 2, 224-233, 2006 | 25 | 2006 |
| Ontology–based context–dependent personalization technology V Gorodetsky, V Samoylov, S Serebryakov 2010 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2010 | 22 | 2010 |
| Benchmarking deep learning for time series: Challenges and directions X Huang, GC Fox, S Serebryakov, A Mohan, P Morkisz, D Dutta 2019 IEEE International Conference on Big Data (Big Data), 5679-5682, 2019 | 19 | 2019 |
| Applied multiagent systems of group control VI Gorodetskii, OV Karsayev, VV Samoylov, SV Serebryakov Scientific and Technical Information Processing 37 (5), 301-317, 2010 | 19 | 2010 |
| Applied multiagent systems of group control VI Gorodetsky, O Karsan, V Samoilov, S Serebryakov Artificial intelligence and decision making, 2009 | 18 | 2009 |
| Multi-agent peer-to-peer intrusion detection V Gorodetsky, O Karsaev, V Samoylov, S Serebryakov International Conference on Mathematical Methods, Models, and Architectures …, 2007 | 17 | 2007 |
| Data mining techniques for RoboCup soccer agents L Stankevich, S Serebryakov, A Ivanov Autonomous Intelligent Systems: Agents and Data Mining: International …, 2005 | 16 | 2005 |
| Development tools for open agent networks VI Gorodetskii, OV Karsaev, VV Samoilov, SV Serebryakov Journal of Computer and Systems Sciences International 47, 429-446, 2008 | 15 | 2008 |
| Interaction of agents and data mining in ubiquitous environment V Gorodetsky, O Karsaev, V Samoylov, S Serebryakov 2008 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2008 | 14 | 2008 |
| Virtual P2P environment for testing and evaluation of mobile P2P agents networks V Gorodetsky, O Karsaev, V Samoylov, S Serebryakov, S Balandin, ... 2008 The Second International Conference on Mobile Ubiquitous Computing …, 2008 | 14 | 2008 |
| Methods and algorithms of collective recognition VI Gorodetskiy, SV Serebryakov Automation and Remote Control 69, 1821-1851, 2008 | 13 | 2008 |
| Differentiable content addressable memory with memristors G Pedretti, CE Graves, T Van Vaerenbergh, S Serebryakov, M Foltin, ... Advanced electronic materials 8 (8), 2101198, 2022 | 10 | 2022 |
| X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs G Pedretti, J Moon, P Bruel, S Serebryakov, RM Roth, L Buonanno, ... arXiv preprint arXiv:2304.01285, 2023 | 7 | 2023 |
| Agent-based distributed decision-making in dynamic operational environments V Gorodetsky, O Karsaev, V Samoylov, S Serebryakov Intelligent Decision Technologies 3 (1), 35-57, 2009 | 7 | 2009 |
| Deep learning cookbook: recipes for your AI infrastructure and applications S Serebryakov, D Milojicic, N Vassilieva, S Fleischman, RD Clark 2019 IEEE International Conference on Rebooting Computing (ICRC), 1-9, 2019 | 6 | 2019 |
| Tunable and dynamically adjustable error correction for memristor crossbars C Graves, JP Strachan, DS Milojicic, P Faraboschi, M Foltin, ... US Patent 10,452,472, 2019 | 6 | 2019 |
John Paul StrachanDirector, Peter Grünberg Institute for Neuromorphic Compute Nodes; Professor RWTH AachenEmail verificata su fz-juelich.de