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08/30/2023
On-Chip Sensors Data Collection and Analysis for SoC Health Management
Data produced by on-chip sensors in modern SoCs contains a large amount ...
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06/16/2023
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting
The superior performance of Deep Neural Networks (DNNs) has led to their...
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05/31/2023
Special Session: Approximation and Fault Resiliency of DNN Accelerators
Deep Learning, and in particular, Deep Neural Network (DNN) is nowadays ...
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05/31/2023
A Novel Fault-Tolerant Logic Style with Self-Checking Capability
We introduce a novel logic style with self-checking capability to enhanc...
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05/31/2023
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors
Nowadays, the extensive exploitation of Deep Neural Networks (DNNs) in s...
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05/09/2023
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks
Artificial Intelligence (AI) and, in particular, Machine Learning (ML) h...
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03/14/2023
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators
While the role of Deep Neural Networks (DNNs) in a wide range of safety-...
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03/13/2023
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment
Deep Neural Networks (DNNs) and their accelerators are being deployed ev...
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03/03/2023
Holistic IJTAG-based External and Internal Fault Monitoring in UAVs
Cyber-Physical Systems (CPSs), such as Unmanned Aerial Vehicles (UAVs), ...
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03/03/2023
Unsupervised Recycled FPGA Detection Using Symmetry Analysis
Recently, recycled field-programmable gate arrays (FPGAs) pose a signifi...
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12/19/2022
On BTI Aging Rejuvenation in Memory Address Decoders
Memory designs require timing margins to compensate for aging and fabric...
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04/05/2021
Composing Graph Theory and Deep Neural Networks to Evaluate SEU Type Soft Error Effects
Rapidly shrinking technology node and voltage scaling increase the susce...
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04/05/2021
The Validation of Graph Model-Based, Gate Level Low-Dimensional Feature Data for Machine Learning Applications
As an alternative to traditional fault injection-based methodologies and...
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04/05/2021
Modeling Gate-Level Abstraction Hierarchy Using Graph Convolutional Neural Networks to Predict Functional De-Rating Factors
The paper is proposing a methodology for modeling a gate-level netlist u...
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03/02/2021
Representing Gate-Level SET Faults by Multiple SEU Faults at RTL
The advanced complex electronic systems increasingly demand safer and mo...
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08/19/2020
Early RTL Analysis for SCA Vulnerability in Fuzzy Extractors of Memory-Based PUF Enabled Devices
Physical Unclonable Functions (PUFs) are gaining attention in the crypto...
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02/25/2020
PASCAL: Timing SCA Resistant Design and Verification Flow
A large number of crypto accelerators are being deployed with the widesp...
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01/24/2020
Efficient Fault Injection based on Dynamic HDL Slicing Technique
This work proposes a fault injection methodology where Hardware Descript...
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01/24/2020
Accelerating Transient Fault Injection Campaigns by using Dynamic HDL Slicing
Along with the complexity of electronic systems for safety-critical appl...
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11/29/2019
RESCUE: Interdependent Challenges of Reliability, Security and Quality in Nanoelectronic Systems
The recent trends for nanoelectronic computing systems include machine-t...
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09/01/2019
Challenges of Reliability Assessment and Enhancement in Autonomous Systems
The gigantic complexity and heterogeneity of today's advanced cyber-phys...
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08/08/2019
High-Level Combined Deterministic and Pseudoexhuastive Test Generation for RISC Processors
Recent safety standards set stringent requirements for the target fault ...
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08/01/2019
Towards Multidimensional Verification: Where Functional Meets Non-Functional
Trends in advanced electronic systems' design have a notable impact on d...
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07/29/2019