Search Results - "Solovyev, Roman A."

Impact of Memory Hierarchy on Memory Encryption Performance by Prutyanov, Viktor V., Romashikhin, Mikhail Y., Vugenfirer, Yan, Solovyev, Roman A., Romanov, Aleksandr Y.

“…Memory encryption with authentication protects critical applications from attackers with physical access. Memory encryption introduces memory access latency…”
Get full text

Analysis of Posit and Bfloat Arithmetic of Real Numbers for Machine Learning by Romanov, Aleksandr Yu, Stempkovsky, Alexander L., Lariushkin, Ilia V., Novoselov, Georgy E., Solovyev, Roman A., Starykh, Vladimir A., Romanova, Irina I., Telpukhov, Dmitry V., Mkrtchan, Ilya A.

“…Modern computational tasks are often required to not only guarantee predefined accuracy, but get the result fast. Optimizing calculations using floating point…”
Get full text

Analysis of the Human Protein Atlas Weakly Supervised Single-Cell Classification competition by Le, Trang, Winsnes, Casper F., Axelsson, Ulrika, Xu, Hao, Mohanakrishnan Kaimal, Jayasankar, Mahdessian, Diana, Dai, Shubin, Makarov, Ilya S., Ostankovich, Vladislav, Xu, Yang, Benhamou, Eric, Henkel, Christof, Solovyev, Roman A., Banić, Nikola, Bošnjak, Vito, Bošnjak, Ana, Miličević, Andrija, Ouyang, Wei, Lundberg, Emma

“…While spatial proteomics by fluorescence imaging has quickly become an essential discovery tool for researchers, fast and scalable methods to classify and…”
Get full text

Deep Learning Approaches for Understanding Simple Speech Commands by Solovyev, Roman A., Vakhrushev, Maxim, Radionov, Alexander, Romanova, Irina I., Amerikanov, Aleksandr A., Aliev, Vladimir, Shvets, Alexey A.

“…Automatic classification of sound commands is becoming increasingly important, especially for embedded and mobile devices. Many of these devices contain both…”
Get full text

Increasing the Accuracy of Reliability-aware Resynthesis with Standard Cell Reliability Characterization by Stempkovskiy, Alexander, Telpukhov, Dmitry, Solovyev, Roman A., Nadolenko, Vladislav

“…The article proposes a method for improving the reliability-aware resynthesis flow of combinational logic circuits. It is proposed to use information about…”
Get full text

Hardware and Software Solutions to Increase the Reliability of Combinational Logic in the FPGA Basis by Stempkovsky, Alexander, Telpukhov, Dmitry V., Solovyev, Roman A., Rukhlov, Vladimir S., Mikhmel, Artem S.

“…This article proposes software and hardware solutions to increase the fault tolerance of combinational circuits in the basis of programmable logic integrated…”
Get full text

Development of a Method for Timing Analysis of Reconfigurable System-on-a-Chip Based on Models of Special Logic Elements by Telpukhov, Dmitry V., Solovyev, Roman A., Rukhlov, Vladimir S., Khvatov, Vasilii M., Mikhmel, Artem S.

“…In this paper, we propose methods for the timing analysis of circuits implemented in the basis of Reconfigurable System on a Chip (RSoC). The methods are based…”
Get full text

Deep Learning Approaches for Understanding Simple Speech Commands by Solovyev, Roman A, Vakhrushev, Maxim, Radionov, Alexander, Aliev, Vladimir, Shvets, Alexey A

“…Automatic classification of sound commands is becoming increasingly important, especially for mobile and embedded devices. Many of these devices contain both…”
Get full text

Real-time Object Detection with FPGA Using CenterNet by Solovyev, Roman A., Telpukhov, Dmitry V., Romanova, Irina I., Kustov, Alexander G., Mkrtchan, Ilya A.

“…the paper proposes methodology for transferring architecture of modern neural network CenterNet to FPGA. CenterNet is a OneStage object detector that is used…”
Get full text