The Role of Hydrogen in ReRAM [PDF]
Advanced MaterialsAbstractPrevious research on transistor gate oxides reveals a clear link between hydrogen content and oxide breakdown. This has implications for redox‐based resistive random access memory (ReRAM) devices, which exploit soft, reversible, dielectric breakdown, as hydrogen is often not considered in modeling or measured experimentally.
Horatio R J Cox +2 more
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Update Disturbance‐Resilient Analog ReRAM Crossbar Arrays for In‐Memory Deep Learning Accelerators [PDF]
Advanced ScienceResistive memory (ReRAM) technologies with crossbar array architectures hold significant potential for analog AI accelerator hardware, enabling both in‐memory inference and training.
Wooseok Choi +16 more
doaj +3 more sources
Parallel Computing of Graph-Based Functions in ReRAM [PDF]
ACM Journal on Emerging Technologies in Computing Systems, 2022 Resistive Random Access Memory (ReRAM) is an emerging non-volatile memory technology. Besides its low power consumption and its high scalability, its inherent computation capabilities make ReRAM especially interesting for future computer architectures. Merging computations into the memory is a promising solution for overcoming the memory bottleneck.
Saeideh Shirinzadeh +2 more
exaly +4 more sources
TCAD Simulation of Resistive Switching Devices: Impact of ReRAM Configuration on Neuromorphic Computing [PDF]
NanomaterialsThis paper presents a method for modeling ReRAM in TCAD and validating its accuracy for neuromorphic systems. The data obtained from TCAD are used to analyze the accuracy of the neuromorphic system.
Seonggyeom Kim, Jonghwan Lee
doaj +3 more sources
A Data-Driven Verilog-A ReRAM Model [PDF]
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018 The translation of emerging application concepts that exploit resistive random access memory (ReRAM) into large-scale practical systems requires realistic yet computationally efficient device models. Here, we present a ReRAM model, where device current–voltage characteristics and resistive switching rate are expressed as a function of: 1) bias voltage ...
Spyros Stathopoulos +2 more
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EnTiered-ReRAM: An Enhanced Low Latency and Energy Efficient TLC Crossbar ReRAM Architecture [PDF]
IEEE Access, 2021 Resistive Random Access Memory (ReRAM) is promising to be employed as high density storage-class memory due to its crossbar array and Triple-Level Cell (TLC) structures.
Yang Zhang +4 more
doaj +3 more sources
XB-SIM∗: A Simulation Framework for Modeling and Exploration of ReRAM-Based CNN Acceleration Design
Tsinghua Science and Technology, 2021 Resistive Random Access Memory (ReRAM)-based neural network accelerators have potential to surpass their digital counterparts in computational efficiency and performance.
Xiang Fei, Youhui Zhang, Weimin Zheng
exaly +3 more sources
Exploring resistive switching in flexible, forming-free Ti/NiO/AZO/PET memory device for future wearable electronics [PDF]
Scientific ReportsResistive Random Access Memory (ReRAM) is an emerging class of non-volatile memory that stores data by altering the resistance of a material within a memory cell.
Adiba Adiba +2 more
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NeoHebbian synapses to accelerate online training of neuromorphic hardware [PDF]
Scientific ReportsNeuromorphic systems that employ advanced synaptic learning rules, such as the three-factor learning rule, require synaptic devices of increased complexity.
S. Pande +6 more
doaj +2 more sources
A keyword-based approach to analyzing scientific research trends: ReRAM present and future [PDF]
Scientific ReportsResearch trend analysis is a primary step in defining research structures and predicting research directions from scientific papers. Recently, due to millions of annual scientific publications, researchers demand analytical methods to interpret the ...
Hyeon Kim +5 more
doaj +2 more sources