An ECC-based Fault Tolerance Approach for DNNs
Fuente:
arXiv
Saved in:
| Main Authors: | Raji, Mohsen, Zaree, Mohammad, Soroush, Kimia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Effective and Memory-Efficient Alternatives to ECC for Reliable Large-Scale DNNs
by: Ahmadilivani, Mohammad Hasan, et al.
Published: (2026)
by: Ahmadilivani, Mohammad Hasan, et al.
Published: (2026)
Soft Error Probability Estimation of Nano-scale Combinational Circuits
by: Jockar, Ali, et al.
Published: (2025)
by: Jockar, Ali, et al.
Published: (2025)
ARAS: An Adaptive Low-Cost ReRAM-Based Accelerator for DNNs
by: Sabri, Mohammad, et al.
Published: (2024)
by: Sabri, Mohammad, et al.
Published: (2024)
Oobleck: Low-Compromise Design for Fault Tolerant Accelerators
by: Wilks, Guy, et al.
Published: (2025)
by: Wilks, Guy, et al.
Published: (2025)
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm
by: Rogenmoser, Michael, et al.
Published: (2023)
by: Rogenmoser, Michael, et al.
Published: (2023)
Cerberus: Cross-Layer ECC Co-Design for Robust and Efficient Memory Protection
by: Kim, Junhwan, et al.
Published: (2026)
by: Kim, Junhwan, et al.
Published: (2026)
ROBIN: Incremental Oblique Interleaved ECC for Reliability Improvement in STT-MRAM Caches
by: Cheshmikhani, Elham, et al.
Published: (2026)
by: Cheshmikhani, Elham, et al.
Published: (2026)
Breaking the HBM Bit Cost Barrier: Domain-Specific ECC for AI Inference Infrastructure
by: Xie, Rui, et al.
Published: (2025)
by: Xie, Rui, et al.
Published: (2025)
A Reconfigurable Approximate Computing RISC-V Platform for Fault-Tolerant Applications
by: Delavari, Arvin, et al.
Published: (2024)
by: Delavari, Arvin, et al.
Published: (2024)
DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference
by: Wen, Jinqi, et al.
Published: (2026)
by: Wen, Jinqi, et al.
Published: (2026)
ReTern: Exploiting Natural Redundancy and Sign Transformations for Enhanced Fault Tolerance in Compute-in-Memory based Ternary LLMs
by: Malhotra, Akul, et al.
Published: (2025)
by: Malhotra, Akul, et al.
Published: (2025)
Custom Algorithm-based Fault Tolerance for Attention Layers in Transformers
by: Titopoulos, Vasileios, et al.
Published: (2025)
by: Titopoulos, Vasileios, et al.
Published: (2025)
Fault Tolerant Design of IGZO-based Binary Search ADCs
by: Duarte, Paula Carolina Lozano, et al.
Published: (2026)
by: Duarte, Paula Carolina Lozano, et al.
Published: (2026)
Compromising the Intelligence of Modern DNNs: On the Effectiveness of Targeted RowPress
by: Zhou, Ranyang, et al.
Published: (2024)
by: Zhou, Ranyang, et al.
Published: (2024)
Combining Fault Tolerance Techniques and COTS SoC Accelerators for Payload Processing in Space
by: Leon, Vasileios, et al.
Published: (2025)
by: Leon, Vasileios, et al.
Published: (2025)
Synchronization for Fault-Tolerant Quantum Computers
by: Maurya, Satvik, et al.
Published: (2025)
by: Maurya, Satvik, et al.
Published: (2025)
RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs
by: Ko, Hanum, et al.
Published: (2026)
by: Ko, Hanum, et al.
Published: (2026)
Stream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators
by: Symons, Arne, et al.
Published: (2022)
by: Symons, Arne, et al.
Published: (2022)
Kratos: An FPGA Benchmark for Unrolled DNNs with Fine-Grained Sparsity and Mixed Precision
by: Dai, Xilai, et al.
Published: (2024)
by: Dai, Xilai, et al.
Published: (2024)
ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
by: Xie, Tong, et al.
Published: (2025)
by: Xie, Tong, et al.
Published: (2025)
Weight Transformations in Bit-Sliced Crossbar Arrays for Fault Tolerant Computing-in-Memory: Design Techniques and Evaluation Framework
by: Malhotra, Akul, et al.
Published: (2025)
by: Malhotra, Akul, et al.
Published: (2025)
Who Checks the Checker? Enhancing Component-level Architectural SEU Fault Tolerance for End-to-End SoC Protection
by: Rogenmoser, Michael, et al.
Published: (2026)
by: Rogenmoser, Michael, et al.
Published: (2026)
Testing and Fault Tolerance Techniques for CNT-Based FPGAs
by: Lu, Siyuan, et al.
Published: (2025)
by: Lu, Siyuan, et al.
Published: (2025)
LinkBo: An Adaptive Single-Wire, Low-Latency, and Fault-Tolerant Communications Interface for Variable-Distance Chip-to-Chip Systems
by: Ye, Bochen, et al.
Published: (2025)
by: Ye, Bochen, et al.
Published: (2025)
FORTALESA: Fault-Tolerant Reconfigurable Systolic Array for DNN Inference
by: Cherezova, Natalia, et al.
Published: (2025)
by: Cherezova, Natalia, et al.
Published: (2025)
Laser Fault Injection Attacks against Radiation Tolerant TMR Registers
by: Petryk, Dmytro, et al.
Published: (2024)
by: Petryk, Dmytro, et al.
Published: (2024)
LSQCA: Resource-Efficient Load/Store Architecture for Limited-Scale Fault-Tolerant Quantum Computing
by: Kobori, Takumi, et al.
Published: (2024)
by: Kobori, Takumi, et al.
Published: (2024)
Not All Faults Are Equal: Transient-Fault Sensitivity Characterization of an Open-Source RISC-V Vector Cluster
by: Cai, Maoyuan, et al.
Published: (2026)
by: Cai, Maoyuan, et al.
Published: (2026)
FsimNNs: An Open-Source Graph Neural Network Platform for SEU Simulation-based Fault Injection
by: Lu, Li, et al.
Published: (2025)
by: Lu, Li, et al.
Published: (2025)
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM
by: Li, Bingbing, et al.
Published: (2024)
by: Li, Bingbing, et al.
Published: (2024)
RTL++: Graph-enhanced LLM for RTL Code Generation
by: Akyash, Mohammad, et al.
Published: (2025)
by: Akyash, Mohammad, et al.
Published: (2025)
DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs
by: Akyash, Mohammad, et al.
Published: (2025)
by: Akyash, Mohammad, et al.
Published: (2025)
High-Performance and Scalable Fault-Tolerant Quantum Computation with Lattice Surgery on a 2.5D Architecture
by: Ueno, Yosuke, et al.
Published: (2024)
by: Ueno, Yosuke, et al.
Published: (2024)
Extend IVerilog to Support Batch RTL Fault Simulation
by: Tang, Jiaping, et al.
Published: (2025)
by: Tang, Jiaping, et al.
Published: (2025)
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays
by: Risso, Matteo, et al.
Published: (2024)
by: Risso, Matteo, et al.
Published: (2024)
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks
by: Demirkiran, Cansu, et al.
Published: (2023)
by: Demirkiran, Cansu, et al.
Published: (2023)
Nail: Not Another Fault-Injection Framework for Chisel-generated RTL
by: Sehm, Robin, et al.
Published: (2025)
by: Sehm, Robin, et al.
Published: (2025)
NuRedact: Non-Uniform eFPGA Architecture for Low-Overhead and Secure IP Redaction
by: Das, Voktho, et al.
Published: (2026)
by: Das, Voktho, et al.
Published: (2026)
InTAR: Inter-Task Auto-Reconfigurable Accelerator Design for High Data Volume Variation in DNNs
by: He, Zifan, et al.
Published: (2025)
by: He, Zifan, et al.
Published: (2025)
Corrigendum to: A Systematic Study of DDR4 DRAM Faults in the Field
by: Beigi, Majed Valad, et al.
Published: (2024)
by: Beigi, Majed Valad, et al.
Published: (2024)
Similar Items
-
Effective and Memory-Efficient Alternatives to ECC for Reliable Large-Scale DNNs
by: Ahmadilivani, Mohammad Hasan, et al.
Published: (2026) -
Soft Error Probability Estimation of Nano-scale Combinational Circuits
by: Jockar, Ali, et al.
Published: (2025) -
ARAS: An Adaptive Low-Cost ReRAM-Based Accelerator for DNNs
by: Sabri, Mohammad, et al.
Published: (2024) -
Oobleck: Low-Compromise Design for Fault Tolerant Accelerators
by: Wilks, Guy, et al.
Published: (2025) -
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm
by: Rogenmoser, Michael, et al.
Published: (2023)