Vladimir Rybalkin

FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs

Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar et al. · 2018 · 67 citations

Engineering, Machine Learning, Advanced Computing +16

Hardware architecture of Bidirectional Long Short-Term Memory Neural Network for Optical Character Recognition

Vladimir Rybalkin, Norbert Wehn, Mohammad Reza Yousefi et al. · 2017 · 47 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Efficient Hardware Architectures for 1D- and MD-LSTM Networks

Vladimir Rybalkin, Chirag Sudarshan, Christian Weis et al. · Journal of Signal Processing Systems · 2020 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Real-Time Energy Efficient Hand Pose Estimation: A Case Study

Mhd Rashed Al Koutayni, Vladimir Rybalkin, Jameel Malik et al. · Sensors · 2020 · 19 citations · Full text

Convolutional Neural Network, Engineering, Human Pose Estimation +19

An In-DRAM Neural Network Processing Engine

Chirag Sudarshan, Jan Lappas, Muhammad Mohsin Ghaffar et al. · 2019 · 13 citations

Hardware Security, Memory Architecture, Data Parallelism +13