A survey of spintronic architectures for processing-in-memory and neural networks

S Umesh, S Mittal - Journal of Systems Architecture, 2019 - Elsevier
The rising overheads of data-movement and limitations of general-purpose processing
architectures have led to a huge surge in the interest in “processing-in-memory”(PIM) …

Logic-in-memory architecture for min/max search

M Vacca, Y Tavva, A Chattopadhyay… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
Algorithms for data-analytics executed on classical Von Neumann architectures proved
highly energy inefficient. In-Memory Computing have been indicated as a practical solution …

Ultra-High-Speed Accelerator Architecture for Convolutional Neural Network Based on Processing-in-Memory Using Resistive Random Access Memory

H Wang, J Wang, H Hu, G Li, S Hu, Q Yu, Z Liu, T Chen… - Sensors, 2023 - mdpi.com
Processing-in-Memory (PIM) based on Resistive Random Access Memory (RRAM) is an
emerging acceleration architecture for artificial neural networks. This paper proposes an …

Spin-orbit torque magnetoresistive random-access memory (SOT-MRAM)

C Bi, N Sato, SX Wang - Advances in Non-Volatile Memory and Storage …, 2019 - Elsevier
Magnetoresistive random-access memory (MRAM) is becoming more and more attractive in
industry because of its promising prospects for replacing or extending various well …

Data processing and information classification—an in-memory approach

M Andrighetti, G Turvani, G Santoro, M Vacca… - Sensors, 2020 - mdpi.com
To live in the information society means to be surrounded by billions of electronic devices
full of sensors that constantly acquire data. This enormous amount of data must be …

Upim: Unipolar switching logic for high density processing-in-memory applications

J Sim, S Gupta, M Imani, Y Kim, T Rosing - … of the 2019 on Great Lakes …, 2019 - dl.acm.org
Internet of Things (IoT) has built a network with billions of connected devices which generate
massive volumes of data. Processing large data on existing systems requires significant …

[PDF][PDF] Parallel architectures for Processing-in-Memory

M Andrighetti - 2018 - webthesis.biblio.polito.it
The Von Neumann architecture is one of the most widely spread nowadays. It is composed
of a CPU, a storage for data and instructions and interconnections. However, with the …

[图书][B] Architecting Non-volatile Memory for High Bandwidth Systems

J Sim - 2019 - search.proquest.com
High-performance processors and emerging deep learning applications require a
tremendous amount of data access. Meeting the demands of this bandwidth within the …