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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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First Evidence of Temporary Read Errors in TLC 3D-NAND Flash Memories Exiting From an Idle State

IEEE journal of the Electron Devices Society, 2020, Vol.8, p.99-104

2020

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Toward Reliable Multi-Level Operation in RRAM Arrays: Improving Post-Algorithm Stability and Assessing Endurance/Data Retention

IEEE journal of the Electron Devices Society, 2019, Vol.7, p.740-747

2019

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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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A Compact Model for Erratic Event Simulation in Flash Memory Arrays

IEEE transactions on electron devices, 2014-11, Vol.61 (11), p.3716-3722

2014

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Impact of the Incremental Programming Algorithm on the Filament Conduction in HfO2-Based RRAM Arrays

IEEE journal of the Electron Devices Society, 2017-01, Vol.5 (1), p.64-68

2017

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An HPC Pipeline for Calcium Quantification of Aortic Root From Contrast-Enhanced CCT Scans

IEEE access, 2023, Vol.11, p.101309-101319

2023

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A Statistical Model of Erratic Behaviors in Flash Memory Arrays

IEEE transactions on electron devices, 2011-11, Vol.58 (11), p.3707-3711

2011

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Flash Memory Devices

2022

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Analysis of reliability/performance trade-off in Solid State Drives

2014 IEEE International Reliability Physics Symposium, 2014, p.4B.3.1-4B.3.5

2014

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Solid-State Drives: Memory Driven Design Methodologies for Optimal Performance

Proceedings of the IEEE, 2017-09, Vol.105 (9), p.1589-1608

2017

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Accurate Program/Verify Schemes of Resistive Switching Memory (RRAM) for In-Memory Neural Network Circuits

IEEE transactions on electron devices, 2021-08, Vol.68 (8), p.3832-3837

2021

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Phase Change and Magnetic Memories for Solid-State Drive Applications

Proceedings of the IEEE, 2017-09, Vol.105 (9), p.1790-1811

2017

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Experimental Investigation of 4-kb RRAM Arrays Programming Conditions Suitable for TCAM

IEEE transactions on very large scale integration (VLSI) systems, 2018-12, Vol.26 (12), p.2599-2607

2018

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Enabling Computational Storage Through FPGA Neural Network Accelerator for Enterprise SSD

IEEE transactions on circuits and systems. II, Express briefs, 2019-10, Vol.66 (10), p.1738-1742

2019

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Resistive RAM Endurance: Array-Level Characterization and Correction Techniques Targeting Deep Learning Applications

IEEE transactions on electron devices, 2019-03, Vol.66 (3), p.1281-1288

2019

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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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Machine Learning and Non-Volatile Memories

Editorial for the Special Issue on Flash Memory Devices

First Evidence of Temporary Read Errors in TLC 3D-NAND Flash Memories Exiting From an Idle State

Toward Reliable Multi-Level Operation in RRAM Arrays: Improving Post-Algorithm Stability and Assessing Endurance/Data Retention

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

A Compact Model for Erratic Event Simulation in Flash Memory Arrays

Impact of the Incremental Programming Algorithm on the Filament Conduction in HfO2-Based RRAM Arrays

An HPC Pipeline for Calcium Quantification of Aortic Root From Contrast-Enhanced CCT Scans

A Statistical Model of Erratic Behaviors in Flash Memory Arrays

Flash Memory Devices

Analysis of reliability/performance trade-off in Solid State Drives

Solid-State Drives: Memory Driven Design Methodologies for Optimal Performance

Accurate Program/Verify Schemes of Resistive Switching Memory (RRAM) for In-Memory Neural Network Circuits

Phase Change and Magnetic Memories for Solid-State Drive Applications

Experimental Investigation of 4-kb RRAM Arrays Programming Conditions Suitable for TCAM

Enabling Computational Storage Through FPGA Neural Network Accelerator for Enterprise SSD

Resistive RAM Endurance: Array-Level Characterization and Correction Techniques Targeting Deep Learning Applications

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

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