Vladimir Rybalkin

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 17

Top Topics

Image Processing

Hardware Architecture

Top Venues

J. Signal Process. Syst.

ACM Trans. Reconfigurable Technol. Syst.

Publications

Vladimir Rybalkin, Jonas Ney, Menbere Kina Tekleyohannes, Norbert Wehn
When Massive GPU Parallelism Ain't Enough: A Novel Hardware Architecture of 2D-LSTM Neural Network. ACM Trans. Reconfigurable Technol. Syst. 15 (1) (2022)
Vladimir Rybalkin, Chirag Sudarshan, Christian Weis, Jan Lappas, Norbert Wehn, Li Cheng
Correction to: Efficient Hardware Architectures for 1D- and MD-LSTM Networks. J. Signal Process. Syst. 93 (12) (2021)
Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel
iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing. J. Imaging 7 (9) (2021)
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn
HALF: Holistic Auto Machine Learning for FPGAs. FPL (2021)
Iris Walter, Jonas Ney, Tim Hotfilter, Vladimir Rybalkin, Julian Höfer, Norbert Wehn, Jürgen Becker
Embedded Face Recognition for Personalized Services in the Assistive Robotics. PKDD/ECML Workshops (1) (2021)
Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing. Int. J. Parallel Program. 49 (2) (2021)
Jonas Ney, Dominik Marek Loroch, Vladimir Rybalkin, Nico Weber, Jens Krüger, Norbert Wehn
HALF: Holistic Auto Machine Learning for FPGAs. CoRR (2021)
Vladimir Rybalkin, Norbert Wehn
When Massive GPU Parallelism Ain't Enough: A Novel Hardware Architecture of 2D-LSTM Neural Network. FPGA (2020)
Mhd Rashed Al Koutayni, Vladimir Rybalkin, Jameel Malik, Ahmed Elhayek, Christian Weis, Gerd Reis, Norbert Wehn, Didier Stricker
Real-Time Energy Efficient Hand Pose Estimation: A Case Study. Sensors 20 (10) (2020)
Vladimir Rybalkin, Chirag Sudarshan, Christian Weis, Jan Lappas, Norbert Wehn, Li Cheng
Efficient Hardware Architectures for 1D- and MD-LSTM Networks. J. Signal Process. Syst. 92 (11) (2020)
Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel
iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. ReConFig (2019)
Chirag Sudarshan, Jan Lappas, Muhammad Mohsin Ghaffar, Vladimir Rybalkin, Christian Weis, Matthias Jung, Norbert Wehn
An In-DRAM Neural Network Processing Engine. ISCAS (2019)
Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs. CoRR (2018)
Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott
FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs. FPL (2018)
Vladimir Rybalkin, Syed Saqib Bukhari, Muhammad Mohsin Ghaffar, Aqib Ghafoor, Norbert Wehn, Andreas Dengel
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization. DocEng (2018)
Vladimir Rybalkin, Norbert Wehn, Mohammad Reza Yousefi, Didier Stricker
Hardware architecture of Bidirectional Long Short-Term Memory Neural Network for Optical Character Recognition. DATE (2017)
Vladimir Rybalkin, Philipp Schläfer, Norbert Wehn
A New Architecture for High Speed, Low Latency NB-LDPC Check Node Processing for GF(256). VTC Spring (2016)
Philipp Schläfer, Vladimir Rybalkin, Norbert Wehn, Matthias Alles, Timo Lehnigk-Emden, Emmanuel Boutillon
A new architecture for high throughput, low latency NB-LDPC check node processing. PIMRC (2015)