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Machine Learning and Non-Volatile Memories

1, 2022

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Editorial for the Special Issue on Flash Memory Devices

Micromachines (Basel), 2021-12, Vol.12 (12), p.1566

2021

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Architectural and Integration Options for 3D NAND Flash Memories

Computers (Basel), 2017-09, Vol.6 (3), p.27

2017

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Modeling 3D NAND Flash with Nonparametric Inference on Regression Coefficients for Reliable Solid-State Storage

Future internet, 2023-10, Vol.15 (10), p.319

2023

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Deep-learning survival analysis for patients with calcific aortic valve disease undergoing valve replacement

Scientific reports, 2024-05, Vol.14 (1), p.10902-10902, Article 10902

2024

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An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories

Frontiers in neuroscience, 2022-08, Vol.16, p.932270-932270

2022

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A Scalable Bidimensional Randomization Scheme for TLC 3D NAND Flash Memories

Micromachines (Basel), 2021-06, Vol.12 (7), p.759

2021

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Flash Memory Devices

2022

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Electrical characterization and modeling of pulse-based forming techniques in RRAM arrays

Solid-state electronics, 2016-01, Vol.115, p.17-25

2016

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Data retention investigation in Al:HfO2-based resistive random access memory arrays by using high-temperature accelerated tests

Journal of vacuum science and technology. B, Nanotechnology & microelectronics, 2019-01, Vol.37 (1)

2019

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Impact of the precursor chemistry and process conditions on the cell-to-cell variability in 1T-1R based HfO2 RRAM devices

Scientific reports, 2018-07, Vol.8 (1), p.1-11, Article 11160

2018

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Characterization of the interface-driven 1st Reset operation in HfO2-based 1T1R RRAM devices

Solid-state electronics, 2019-09, Vol.159, p.51-56

2019

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Integrating FPGA Acceleration in the DNAssim Framework for Faster DNA-Based Data Storage Simulations

Electronics (Basel), 2023-06, Vol.12 (12), p.2621

2023

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Mitigating Self-Heating in Solid State Drives for Industrial Internet-of-Things Edge Gateways

Electronics (Basel), 2020-07, Vol.9 (7), p.1179

2020

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Impact of temperature on conduction mechanisms and switching parameters in HfO2-based 1T-1R resistive random access memories devices

Journal of vacuum science and technology. B, Nanotechnology & microelectronics, 2017-01, Vol.35 (1)

2017

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Assessing the Role of Program Suspend Operation in 3D NAND Flash Based Solid State Drives

Electronics (Basel), 2021-06, Vol.10 (12), p.1394

2021

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Mechanism of the Key Impact of Residual Carbon Content on the Reliability of Integrated Resistive Random Access Memory Arrays

Journal of physical chemistry. C, 2017-03, Vol.121 (12), p.7005-7014

2017

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Electrical characterization and modeling of 1T-1R RRAM arrays with amorphous and poly-crystalline HfO2

Solid-state electronics, 2017-02, Vol.128, p.187-193

2017

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Performance and Reliability Analysis of Cross-Layer Optimizations of NAND Flash Controllers

ACM transactions on embedded computing systems, 2015-01, Vol.14 (1), p.1-24

2015

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FLARES: An Aging Aware Algorithm to Autonomously Adapt the Error Correction Capability in NAND Flash Memories

ACM transactions on architecture and code optimization, 2014-10, Vol.11 (3), p.1-25

2014

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Impact of the precursor chemistry and process conditions on the cell-to-cell variability in 1T-1R based HfO 2 RRAM devices

Scientific reports, 2018-07, Vol.8 (1), p.11160

2018

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Accelerating Deep Neural Networks with Phase-Change Memory Devices

Machine Learning and Non-Volatile Memories, 2022, p.43-59

2022

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Analogue In-Memory Computing with Resistive Switching Memories

Machine Learning and Non-Volatile Memories, 2022, p.61-86

2022

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Introduction to Machine Learning

Machine Learning and Non-Volatile Memories, 2022, p.1-21

2022

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Neural Networks and Deep Learning Fundamentals

Machine Learning and Non-Volatile Memories, 2022, p.23-42

2022

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Machine Learning and Non-Volatile Memories

Editorial for the Special Issue on Flash Memory Devices

Architectural and Integration Options for 3D NAND Flash Memories

Modeling 3D NAND Flash with Nonparametric Inference on Regression Coefficients for Reliable Solid-State Storage

Deep-learning survival analysis for patients with calcific aortic valve disease undergoing valve replacement

An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories

A Scalable Bidimensional Randomization Scheme for TLC 3D NAND Flash Memories

Flash Memory Devices

Electrical characterization and modeling of pulse-based forming techniques in RRAM arrays

Data retention investigation in Al:HfO2-based resistive random access memory arrays by using high-temperature accelerated tests

Impact of the precursor chemistry and process conditions on the cell-to-cell variability in 1T-1R based HfO2 RRAM devices

Characterization of the interface-driven 1st Reset operation in HfO2-based 1T1R RRAM devices

Integrating FPGA Acceleration in the DNAssim Framework for Faster DNA-Based Data Storage Simulations

Mitigating Self-Heating in Solid State Drives for Industrial Internet-of-Things Edge Gateways

Impact of temperature on conduction mechanisms and switching parameters in HfO2-based 1T-1R resistive random access memories devices

Assessing the Role of Program Suspend Operation in 3D NAND Flash Based Solid State Drives

Mechanism of the Key Impact of Residual Carbon Content on the Reliability of Integrated Resistive Random Access Memory Arrays

Electrical characterization and modeling of 1T-1R RRAM arrays with amorphous and poly-crystalline HfO2

Performance and Reliability Analysis of Cross-Layer Optimizations of NAND Flash Controllers

FLARES: An Aging Aware Algorithm to Autonomously Adapt the Error Correction Capability in NAND Flash Memories

Impact of the precursor chemistry and process conditions on the cell-to-cell variability in 1T-1R based HfO 2 RRAM devices

Accelerating Deep Neural Networks with Phase-Change Memory Devices

Analogue In-Memory Computing with Resistive Switching Memories

Introduction to Machine Learning

Neural Networks and Deep Learning Fundamentals

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