Digital image processing realized by memristor-based technologies

L Wang, Q Meng, H Wang, J Jiang, X Wan, X Liu… - Discover Nano, 2023 - Springer
Today performance and operational efficiency of computer systems on digital image
processing are exacerbated owing to the increased complexity of image processing. It is …

Resistive processing unit

T Gokmen, S Kim, Y Vlasov - US Patent 10,248,907, 2019 - Google Patents
Embodiments are directed to a two-terminal resistive pro cessing unit (RPU) having a first
terminal, a second terminal and an active region. The active region effects a non-linear …

Convolutional neural networks using resistive processing unit array

T Gokmen - US Patent 10,740,671, 2020 - Google Patents
Technical solutions are described for implementing a convolutional neural network (CNN)
using resistive processing unit (RPU) array. An example method includes configuring an …

Automated synthesis of compact crossbars for sneak-path based in-memory computing

D Chakraborty, SK Jha - Design, Automation & Test in Europe …, 2017 - ieeexplore.ieee.org
The rise of data-intensive computational loads has exposed the processor-memory
bottleneck in Von Neumann architectures and has reinforced the need for in-memory …

The analysis of convergence—divergence in the development of innovative and technological processes in the countries of the arctic council

NI Didenko, DF Skripnuk, KN Kikkas… - 2018 International …, 2018 - ieeexplore.ieee.org
The article gives the estimation of the convergence-divergence indicators of development of
innovative and technological processes in circumpolar countries. The processes of …

Stream: Towards read-based in-memory computing for streaming based data processing

MRH Rashed, S Thijssen, SK Jha… - 2022 27th Asia and …, 2022 - ieeexplore.ieee.org
Processing in-memory breaks von-Neumann based design principles to accelerate data-
intensive applications. While analog in-memory computing is extremely energy-efficient, the …

Compact: Flow-based computing on nanoscale crossbars with minimal semiperimeter

S Thijssen, SK Jha, R Ewetz - … & Test in Europe Conference & …, 2021 - ieeexplore.ieee.org
In-memory computing is a promising solution strategy for data-intensive applications to
circumvent the von Neumann bottleneck. Flow-based computing is the concept of …

Logic synthesis for digital in-memory computing

MRH Rashed, SK Jha, R Ewetz - Proceedings of the 41st IEEE/ACM …, 2022 - dl.acm.org
Processing in-memory is a promising solution strategy for accelerating data-intensive
applications. While analog in-memory computing is extremely efficient, the limited precision …

Free binary decision diagram-based synthesis of compact crossbars for in-memory computing

AU Hassen, D Chakraborty… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We introduce a new computer-aided design approach based on free binary decision
diagrams (FBDDs) for implementing Boolean functions on crossbars using flow-based …

Automated synthesis of crossbars for nanoscale computing using formal methods

A Velasquez, SK Jha - Proceedings of the 2015 IEEE/ACM …, 2015 - ieeexplore.ieee.org
Since the fabrication of nanoscale memristors by HP Labs in 2008, there has been a
sustained interest in the use of crossbars of nanoscale memristors for digital storage and …