Results 21 to 30 of about 2,956 (211)

Network-on-ReRAM for Scalable Processing-in-Memory Architecture Design

open access: yes, 2021
The non-volatile metal-oxide resistive random access memory (ReRAM) is an emerging alternative for the current memory technologies. The unique capability of ReRAM to perform analog and digital arithmetic and logic operations has enabled this technology ...
Mehdi Modarressi   +5 more
core   +1 more source

XMA2: A crossbar-aware multi-task adaption framework via 2-tier masks

open access: yesFrontiers in Electronics, 2022
Recently, ReRAM crossbar-based deep neural network (DNN) accelerator has been widely investigated. However, most prior works focus on single-task inference due to the high energy consumption of weight reprogramming and ReRAM cells’ low endurance issue ...
Fan Zhang   +5 more
doaj   +1 more source

Exploiting device-level non-idealities for adversarial attacks on ReRAM-based neural networks

open access: yesMemories - Materials, Devices, Circuits and Systems, 2023
Resistive memory (ReRAM) or memristor devices offer the prospect of more efficient computing. While memristors have been used for a variety of computing systems, their usage has gained significant popularity in the domain of deep learning.
Tyler McLemore   +5 more
doaj   +1 more source

Resistive Random Access Memory (ReRAM) [PDF]

open access: yes, 2019
Resistive Random-Access Memory (ReRAM) technology has been viewed as one of the most reliable non-volatile memories that have are emerging in markets. In this research paper, the revolution of ReRAM will be analyzed.
Dayalan, Muthu
core   +1 more source

Medium-Temperature-Oxidized GeO x Resistive-Switching Random-Access Memory and Its Applicability in Processing-in-Memory Computing

open access: yesNanoscale Research Letters, 2022
Processing-in-memory (PIM) is emerging as a new computing paradigm to replace the existing von Neumann computer architecture for data-intensive processing. For the higher end-user mobility, low-power operation capability is more increasingly required and
Kannan Udaya Mohanan   +2 more
doaj   +1 more source

ReRAM technology; challenges and prospects

open access: yesIEICE Electronics Express, 2012
We review recent progresses in Resistive Random Access Memory (ReRAM) technologies together with difficult challenges and prospects. ReRAM is one of the most promising emerging nonvolatile memories, in which both electronic and electrochemical effects play important roles in the nonvolatile functionalities.
Hiro Akinaga, Hisashi Shima
openaire   +2 more sources

RED: A ReRAM-based Deconvolution Accelerator [PDF]

open access: yes2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)
Fan, Zichen   +5 more
openaire   +4 more sources

Architecture-Accuracy Co-optimization of ReRAM-based Low-cost Neural Network Processor [PDF]

open access: yes, 2020
Resistive RAM (ReRAM) is a promising technology with such advantages as small device size and in-memory-computing capability. However, designing optimal AI processors based on ReRAMs is challenging due to the limited precision, and the complex interplay ...
Jongeun Lee   +13 more
core   +2 more sources

The Spectral Response of the Dual Microdisk Resonator Based on BaTiO3 Resistive Random Access Memory

open access: yesMicromachines, 2022
With the resistive random access memory (ReRAM) devices based on the Al/BaTiO3 (BTO)/ITO structure fabricated at hand, by cross-analyzing the resistive memory characteristics in terms of various barium titanate (BTO) film thicknesses, it is found that ...
Ricky Wenkuei Chuang   +2 more
doaj   +1 more source

High-Performance InGaZnO-Based ReRAMs [PDF]

open access: yesIEEE Transactions on Electron Devices, 2019
Amorphous indium–gallium–zinc oxide (IGZO) is one of the most promising oxide semiconductors for thin–film transistors and it has started to replace amorphous silicon in display drivers. However, attempts to use IGZO in resistive random–access memories (ReRAMs) are still scarce.
Pengfei Ma   +6 more
openaire   +3 more sources

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