Glucose-based resistive random access memory for transient electronics
Journal of Information Display, 2019 In this research, glucose was adopted as the switching layer of resistive random access memory (RRAM) for transient electronics. The fabricated glucose-based RRAM showed bipolar switching behavior with stable endurance (100 cycles) and retention (104 ...
Sung Pyo Park +3 more
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Design of the RRAM-Based Polymorphic Look-Up Table Scheme
IEEE Journal of the Electron Devices Society, 2019 The polymorphic gates are the circuit cells that deliver different functions with the different external input, supply voltage or temperature. It is an effective method to resist the reverse engineering attacks, for the attackers cannot distinguish the ...
Xiaole Cui +3 more
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Rescuing RRAM-Based Computing from Static and Dynamic Faults
, 2021 Emerging resistive random access memory (RRAM) has shown the great potential of in-memory processing capability, and thus attracts considerable research interests in accelerating memory-intensive applications, such as neural networks (NNs).
Lin, Jilan +6 more
core +1 more source
Study of RRAM-Based Binarized Neural Networks Inference Accelerators Using an RRAM Physics-Based Compact Model [PDF]
, 2023 In-memory computing hardware accelerators for binarized neural networks based on resistive RAM (RRAM) memory technologies represent a promising solution for enabling the execution of deep neural network algorithms on resource-constrained devices at the ...
Zanotti, Tommaso +6 more
core +1 more source
Hardware implementation of RRAM based binarized neural networks
APL Materials, 2019 Resistive switching random access memory (RRAM) has been explored to accelerate the computation of neural networks. RRAM with linear conductance modulation is usually required for the efficient weight updating during the online training according to the ...
Peng Huang +7 more
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Research progress in flexible resistive random access memory materials
Cailiao gongcheng, 2020 The basic structure, working principle, and the development process and research status of resistive random access memory (RRAM) were outlined. Material systems, including dielectric materials, electrode materials, and substrate materials, as well as ...
TANG Da-xiu +9 more
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Modelling and mechanism of Resistive Random Access Memory (RRAM)
, 2023 openLe memorie RRAM (Resistive Random Access Memories) hanno recentemente mostrato caratteristiche eccezionali come alta scalabilità, alta velocità, alta densità e funzionamento a bassa energia.
TOMAIUOLI, MARCO
core
RRAM-based fault-tolerant Binary Neural Networks
, 2021 Computation-In-Memory (CIM) employing Resistive-RAM(RRAM)-based crossbar arrays is a promising solution to implement Neural Networks (NNs) on hardware, such that they are efficient with respect to consumption of energy, memory, computational resources ...
Zografou, Artemis (author)
core
Investigating the Temperature Effects on ZnO, TiO2, WO3 and HfO2 Based Resistive Random Access Memory (RRAM) Devices [PDF]
Журнал нано- та електронної фізики, 2016 In this paper, we report the effect of filament radius and filament resistivity on the ZnO, TiO2, WO3 and HfO2 based Resistive Random Access Memory (RRAM) devices. We resort to the thermal reaction model of RRAM for the present analysis.
T.D. Dongale +12 more
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Unsupervised Learning on Resistive Memory Array Based Spiking Neural Networks
Frontiers in Neuroscience, 2019 Spiking Neural Networks (SNNs) offer great potential to promote both the performance and efficiency of real-world computing systems, considering the biological plausibility of SNNs.
Yilong Guo +3 more
doaj +1 more source