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On the Dependability of Bidirectional Encoder Representations from Transformers (BERT) to Soft Errors

IEEE Transactions on Nanotechnology
2025 | Journal article
Contributors: Zhen Gao; Ziye Yin; Jingyan Wang; Rui Su; Jie Deng; Qiang Liu; Pedro Reviriego; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Can ChatGPT Learn to Count Letters?

Computer
2025-03 | Journal article
Contributors: Javier Conde; Gonzalo Martínez; Pedro Reviriego; Zhen Gao; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Operating Conversational Large Language Models (LLMs)in the Presenceof Errors

IEEE Nanotechnology Magazine
2025-02 | Journal article
Contributors: Zhen Gao; Jie Deng; Pedro Reviriego; Shanshan Liu; Alejando Pozo; Fabrizio Lombardi
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Crossref

Dependability of the K Minimum Values Sketch: Protection and Comparative Analysis

IEEE Transactions on Computers
2025-01 | Journal article
Contributors: Jinhua Zhu; Zhen Gao; Pedro Reviriego; Shanshan Liu; Fabrizio Lombardi
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Crossref

A Balanced Sparse Matrix Convolution Accelerator for Efficient CNN Training

IEEE Transactions on Circuits and Systems I: Regular Papers
2024 | Journal article
Contributors: Yuechen Chen; Ahmed Louri; Shanshan Liu; Fabrizio Lombardi
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Crossref

Are Emerging Machine Learning Models Dependable at the Nanoscales?

IEEE Nanotechnology Magazine
2024 | Journal article
Contributors: Shanshan Liu; Ziheng Wang; Zhen Gao; Pedro Reviriego; Farzad Niknia; Xiaochen Tang; Jun Zhou; Fabrizio Lombardi
Source: check_circle
Crossref

ASIC Design of Nanoscale Artificial Neural Networks for Inference/Training by Floating-Point Arithmetic

IEEE Transactions on Nanotechnology
2024 | Journal article
Contributors: Farzad Niknia; Ziheng Wang; Shanshan Liu; Pedro Reviriego; Ahmed Louri; Fabrizio Lombardi
Source: check_circle
Crossref

Chiplet-GAN: Chiplet-Based Accelerator Design for Scalable Generative Adversarial Network Inference [Feature]

IEEE Circuits and Systems Magazine
2024 | Journal article
Contributors: Yuechen Chen; Ahmed Louri; Fabrizio Lombardi; Shanshan Liu
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Crossref

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems

IEEE Transactions on Reliability
2024 | Journal article
Contributors: Pedro Reviriego; Ziheng Wang; Álvaro Alonso; Zhen Gao; Farzad Niknia; Shanshan Liu; Fabrizio Lombardi
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Crossref

Dependability and Protection of Transformer Models against Soft Errors on Text Embeddings

IEEE Transactions on Device and Materials Reliability
2024 | Journal article
Contributors: Zhen Gao; Shuang Liu; Pedro Reviriego; Shanshan Liu; Fabrizio Lombardi
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Crossref

Four Reduced Precision Redundancy by Approximation (4RPA): Design and Analysis of 4-Module Systems

IEEE Transactions on Reliability
2024 | Journal article
Contributors: Salin Junsangsri; Fabrizio Lombardi
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Crossref

From Multipliers to Integrators: A Survey of Stochastic Computing Primitives

IEEE Transactions on Nanotechnology
2024 | Journal article
Contributors: Shanshan Liu; Josep L. Rosselló; Siting Liu; Xiaochen Tang; Joan Font-Rosselló; Christian F. Frasser; Weikang Qian; Jie Han; Pedro Reviriego; Fabrizio Lombardi
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Crossref

On the Commutative Operation of Approximate CMOS Ripple Carry Adders (RCAs)

IEEE Transactions on Nanotechnology
2024 | Journal article
Contributors: Junqi Huang; T. Nandha Kumar; Haider A. F. Almurib; Fabrizio Lombardi
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Crossref

On the Privacy of Adaptive Cuckoo Filters: Analysis and Protection

IEEE Transactions on Information Forensics and Security
2024 | Journal article
Contributors: Pedro Reviriego; Jim Apple; David Larrabeiti; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Pseudo-Random Number Generators for Stochastic Computing (SC): Design and Analysis

IEEE Open Journal of Nanotechnology
2024 | Journal article
Contributors: Pilin Junsangsri; Fabrizio Lombardi
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Crossref

Guest Editorial: Special Section on “Approximate Data Processing: Computing, Storage and Applications”

IEEE Transactions on Emerging Topics in Computing
2024-10 | Journal article
Contributors: Ke Chen; Shanshan Liu; Weiqiang Liu; Fabrizio Lombardi; Nader Bagherzadeh
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Crossref

On the Privacy of the Count-Min Sketch: Extracting the Top-K Elements

IEEE Transactions on Emerging Topics in Computing
2024-10 | Journal article
Contributors: Alfonso Sánchez-Macián; Jorge Martínez; Pedro Reviriego; Shanshan Liu; Fabrizio Lombardi
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Crossref

On the Security of Quotient Filters: Attacks and Potential Countermeasures

IEEE Transactions on Computers
2024-09 | Journal article
Contributors: Pedro Reviriego; Miguel González; Niv Dayan; Gabriel Huecas; Shanshan Liu; Fabrizio Lombardi
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Crossref

Speed and Conversational Large Language Models: Not All Is About Tokens per Second

Computer
2024-08 | Journal article
Contributors: Javier Conde; Miguel González; Pedro Reviriego; Zhen Gao; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things

IEEE Internet of Things Journal
2024-04-15 | Journal article
Contributors: Ziheng Wang; Pedro Reviriego; Farzad Niknia; Javier Conde; Shanshan Liu; Fabrizio Lombardi
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Crossref

Learning the Error Features of Approximate Multipliers for Neural Network Applications

IEEE Transactions on Computers
2024-03 | Journal article
Contributors: Hai Mo; Yong Wu; Honglan Jiang; Zining Ma; Fabrizio Lombardi; Jie Han; Leibo Liu
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Crossref

Joint Learning and Channel Coding for Error-Tolerant IoT Systems Based on Machine Learning

IEEE Transactions on Artificial Intelligence
2024-01 | Journal article
Contributors: Xiaochen Tang; Pedro Reviriego; Wei Tang; David G. M. Mitchell; Fabrizio Lombardi; Shanshan Liu
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Crossref

Understanding the Impact of Artificial Intelligence in Academic Writing: Metadata to the Rescue

Computer
2024-01 | Journal article
Contributors: Javier Conde; Pedro Reviriego; Joaquín Salvachúa; Gonzalo Martínez; José Alberto Hernández; Fabrizio Lombardi
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Crossref

A Survey of Majority Logic Designs in Emerging Nanotechnologies for Computing

IEEE Transactions on Nanotechnology
2023 | Journal article
Contributors: Tingting Zhang; Honglan Jiang; Weiqiang Liu; Fabrizio Lombardi; Leibo Liu; Seok-Bum Ko; Jie Han
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Crossref

An Energy-Efficient Computing-in-Memory (CiM) Scheme Using Field-Free Spin-Orbit Torque (SOT) Magnetic RAMs

IEEE Transactions on Emerging Topics in Computing
2023 | Journal article
Contributors: Bi Wu; Haonan Zhu; Dayane Reis; Zhaohao Wang; Ying Wang; Ke Chen; Weiqiang Liu; Fabrizio Lombardi; Xiaobo Sharon Hu
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Crossref

Error-Resilient Data Compression With Tunstall Codes

IEEE Transactions on Circuits and Systems I: Regular Papers
2023 | Journal article
Contributors: Shanshan Liu; Pedro Reviriego; Anees Ullah; Ahmed Louri; Fabrizio Lombardi
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Crossref

President's Farewell Message [President's Farewell Message]

IEEE Nanotechnology Magazine
2023-12 | Journal article
Contributors: Fabrizio Lombardi
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Crossref

On the Privacy of Counting Bloom Filters Under a Black-Box Attacker

IEEE Transactions on Dependable and Secure Computing
2023-09-01 | Journal article
Contributors: Sergio Galán; Pedro Reviriego; Stefan Walzer; Alfonso Sánchez-Macian; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Attacking the Privacy of Approximate Membership Check Filters by Positive Concentration

IEEE Transactions on Computers
2023-05-01 | Journal article
Contributors: Pedro Reviriego; Alfonso Sánchez-Macián; Elena Merino-Gómez; Ori Rottenstreich; Shanshan Liu; Fabrizio Lombardi
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Crossref

Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design

IEEE Transactions on Computers
2023-04-01 | Journal article
Contributors: Ziheng Wang; Farzad Niknia; Shanshan Liu; Pedro Reviriego; Paolo Montuschi; Fabrizio Lombardi
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Crossref

Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2023-03 | Journal article
Contributors: Xiaochen Tang; Shanshan Liu; Farzad Niknia; Ziheng Wang; Siting Liu; Pedro Reviriego; Fabrizio Lombardi
Source: check_circle
Crossref

The Byzantine Empire and Its Generals: An Ancient Empire Back to Life in Computer Security

Computer
2023-03 | Journal article
Contributors: Pedro Reviriego; Elena Merino-Gómez; Fabrizio Lombardi
Source: check_circle
Crossref

On the Privacy of Counting Bloom Filters

IEEE Transactions on Dependable and Secure Computing
2023-03-01 | Journal article
Contributors: Pedro Reviriego; Alfonso Sánchez-Macian; Stefan Walzer; Elena Merino-Gómez; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Approximate Softmax Functions for Energy-Efficient Deep Neural Networks

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2023-01 | Journal article
Contributors: Ke Chen; Yue Gao; Haroon Waris; Weiqiang Liu; Fabrizio Lombardi
Source: check_circle
Crossref

A Technique for Approximate Communication in Network-on-Chips for Image Classification

IEEE Transactions on Emerging Topics in Computing
2023-01-01 | Journal article
Contributors: Yuechen Chen; Shanshan Liu; Fabrizio Lombardi; Ahmed Louri
Source: check_circle
Crossref

Security and Approximation: Vulnerabilities in Approximation-Aware Testing

IEEE Transactions on Emerging Topics in Computing
2023-01-01 | Journal article
Contributors: Yuqin Dou; Chongyan Gu; Chenghua Wang; Weiqiang Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Slack-Aware Packet Approximation for Energy-Efficient Network-on-Chips

IEEE Transactions on Sustainable Computing
2023-01-01 | Journal article
Contributors: Yuechen Chen; Ahmed Louri; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Design of Majority Logic-Based Approximate Booth Multipliers for Error-Tolerant Applications

IEEE Transactions on Nanotechnology
2022 | Journal article
Contributors: Tingting Zhang; Honglan Jiang; Hai Mo; Weiqiang Liu; Fabrizio Lombardi; Leibo Liu; Jie Han
Source: check_circle
Crossref

Error-Tolerant Data Sketches Using Approximate Nanoscale Memories and Voltage Scaling

IEEE Transactions on Nanotechnology
2022 | Journal article
Contributors: Pedro Reviriego; Pilin Junsangsri; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

Exact and Approximate Squarers for Error-Tolerant Applications

IEEE Transactions on Computers
2022 | Journal article
Contributors: Ke Chen; Chenyu Xu; Haroon Waris; Weiqiang Liu; Paolo Montuschi; Fabrizio Lombardi
Source: check_circle
Crossref

Low-Power Approximate RPR Scheme for Unsigned Integer Arithmetic Computation

IEEE Open Journal of Nanotechnology
2022 | Journal article
Contributors: Ke Chen; Weiqiang Liu; Ahmed Louri; Fabrizio Lombardi
Source: check_circle
Crossref

Attacking Adaptive Cuckoo Filters: Too Much Adaptation Can Kill You

IEEE Transactions on Network and Service Management
2022-12 | Journal article
Contributors: Pedro Reviriego; Alfonso Sanchez-Macian; Salvatore Pontarelli; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

HEADiv: A High-accuracy Energy-efficient Approximate Divider with Error Compensation

2022-12-07 | Conference paper
Contributors: Hanghang Wang; Ke Chen; Bi Wu; Chenghua Wang; Weiqiang Liu; Fabrizio Lombardi
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Crossref

Guest Editorial: Special Section on “To be Safe and Dependable in the Era of Artificial Intelligence: Emerging Techniques for Trusted and Reliable Machine Learning”

IEEE Transactions on Emerging Topics in Computing
2022-10-01 | Journal article
Contributors: Shanshan Liu; Pedro Reviriego; Fabrizio Lombardi; Patrick Girard
Source: check_circle
Crossref

On the Security of the K Minimum Values (KMV) Sketch

IEEE Transactions on Dependable and Secure Computing
2022-09-01 | Journal article
Contributors: Pedro Reviriego; Alfonso Sanchez-Macian; Shanshan Liu; Fabrizio Lombardi
Source: check_circle
Crossref

A Delta Sigma Modulator-Based Stochastic Divider

IEEE Transactions on Circuits and Systems I: Regular Papers
2022-08 | Journal article
Contributors: Xiaochen Tang; Shanshan Liu; Farzad Niknia; Pedro Reviriego; Ziheng Wang; Wei Tang; Ahmed Louri; Fabrizio Lombardi
Source: check_circle
Crossref

Editorial Special Issue on Circuits and Systems for Emerging Computing Paradigms

IEEE Transactions on Circuits and Systems I: Regular Papers
2022-07 | Journal article
Contributors: Shanshan Liu; Bi Wu; Ke Chen; Weiqiang Liu; Maire O'Neill; Fabrizio Lombardi
Source: check_circle
Crossref

A Near-Sensor ECG Delineation and Arrhythmia Classification System

IEEE Sensors Journal
2022-07-15 | Journal article
Contributors: Xiaochen Tang; Shanshan Liu; Pedro Reviriego; Fabrizio Lombardi; Wei Tang
Source: check_circle
Crossref

Computing the Similarity Estimate Using Approximate Memory

IEEE Transactions on Emerging Topics in Computing
2022-07-01 | Journal article
Contributors: Pedro Reviriego; Shanshan Liu; Otmar Ertl; Farzad Niknia; Fabrizio Lombardi
Source: check_circle
Crossref

Selective Neuron Re-Computation (SNRC) for Error-Tolerant Neural Networks

IEEE Transactions on Computers
2022-03-01 | Journal article
Contributors: Shanshan Liu; Pedro Reviriego; Fabrizio Lombardi
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