Sergey Serebryakov

According to our database, Sergey Serebryakov authored at least 22 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory Transformer Acceleration.

Lei Zhao, Luca Buonanno, Ron M. Roth, Sergey Serebryakov, Archit Gajjar, John Moon, Jim Ignowski, Giacomo Pedretti

CoRR, 2023

X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs.

Giacomo Pedretti, John Moon, Pedro Bruel, Sergey Serebryakov, Ron M. Roth, Luca Buonanno, Tobias Ziegler, Cong Xu, Martin Foltin, Paolo Faraboschi, Jim Ignowski, Catherine E. Graves

CoRR, 2023

2022

Self-learning Data Foundation for Scientific AI.

Annmary Justine, Sergey Serebryakov, Cong Xu, Aalap Tripathy, Suparna Bhattacharya, Paolo Faraboschi, Martin Foltin

Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022

A general tree-based machine learning accelerator with memristive analog CAM.

Giacomo Pedretti, Sergey Serebryakov, John Paul Strachan, Catherine E. Graves

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Tree-based machine learning performed in-memory with memristive analog CAM.

Giacomo Pedretti, Catherine E. Graves, Can Li, Sergey Serebryakov, Xia Sheng, Martin Foltin, Ruibin Mao, John Paul Strachan

CoRR, 2021

Survival of the Fittest Amidst the Cambrian Explosion of Processor Architectures for Artificial Intelligence : Invited Paper.

Sreenivas R. Sukumar, Jacob Balma, Cong Xu, Sergey Serebryakov

Proceedings of the IEEE/ACM Programming Environments for Heterogeneous Computing, 2021

Resource Sharing and Security Implications on Machine Learning Inference Accelerators.

Plínio Silveira, César Augusto Fonticielha De Rose, Avelino Francisco Zorzo, Miguel Gomes Xavier, Dejan S. Milojicic, Sai Rahul Chalamalasetti, Sergey Serebryakov

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators.

Sitao Huang, Aayush Ankit, Plínio Silveira, Rodrigo Antunes, Sai Rahul Chalamalasetti, Izzat El Hajj, Dong Eun Kim, Glaucimar Aguiar, Pedro Bruel, Sergey Serebryakov, Cong Xu, Can Li, Paolo Faraboschi, John Paul Strachan, Deming Chen, Kaushik Roy, Wen-Mei W. Hwu, Dejan S. Milojicic

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

Artificial Intelligence and Critical Systems: From Hype to Reality.

Phil Laplante, Dejan S. Milojicic, Sergey Serebryakov, Daniel Bennett

Computer, 2020

2019

Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications.

Sergey Serebryakov, Dejan S. Milojicic, Natalia Vassilieva, Stephen Fleischman, Robert D. Clark

Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

Future Computing Systems (FCS) to Support "Understanding" Capability.

Raymond G. Beausoleil, Thomas Van Vaerenbergh, Kirk Bresniker, Catherine Graves, Kimberly Keeton, Suhas Kumar, Can Li, Dejan S. Milojicic, Sergey Serebryakov, John Paul Strachan

Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

Benchmarking Deep Learning for Time Series: Challenges and Directions.

Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2013

Semi-Automatic Generation of Linear Event Extraction Patterns for Free Texts.

Daria Dzendzik, Sergey Serebryakov

Proceedings of the Ninth Spring Researchers Colloquium on Databases and Information Systems, 2013

2012

Knowledge-Based Behavior Specification.

Vladimir Gorodetsky, Vladimir Samoylov, D. Trotsky, Sergey Serebryakov

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Context-driven data and information fusion.

Vladimir Gorodetsky, Vladimir Samoylov, Sergey Serebryakov

Proceedings of the 15th International Conference on Information Fusion, 2012

2010

Ontology - Based Context - Dependent Personalization Technology.

Vladimir Gorodetsky, Vladimir Samoilov, Sergey Serebryakov

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2009

Agent-based distributed decision-making in dynamic operational environments.

Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Sergey Serebryakov

Intell. Decis. Technol., 2009

2008

Interaction of Agents and Data Mining in Ubiquitous Environment.

Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Sergey Serebryakov

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

2007

P2P Open Agent Networks for Decision Making.

Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Sergey Serebryakov

Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2007

Automated P2P Learning in Agent-Based Classification Networks.

Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Sergey Serebryakov

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

P2P Agent Platform: Implementation and Testing.

Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Sergey Serebryakov

Proceedings of the Agents and Peer-to-Peer Computing, 6th International Workshop, 2007

2005

Data Mining Techniques for RoboCup Soccer Agents.

Lev Stankevich, Sergey Serebryakov, Anton Ivanov

Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005