Analyzing the Single Event Upset Vulnerability of Binarized Neural Networks on SRAM FPGAs
Fuente:
arXiv
Saved in:
| Main Authors: | Souvatzoglou, Ioanna, Papadimitriou, Athanasios, Sari, Aitzan, Vlagkoulis, Vasileios, Psarakis, Mihalis |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator
by: Jonckers, Naïn, et al.
Published: (2024)
by: Jonckers, Naïn, et al.
Published: (2024)
Using Formal Verification to Evaluate Single Event Upsets in a RISC-V Core
by: Xue, Bing, et al.
Published: (2024)
by: Xue, Bing, et al.
Published: (2024)
Single Event Upsets characterization of 65 nm CMOS 6T and 8T SRAM cells for ground level environment
by: Malagon, Daniel, et al.
Published: (2024)
by: Malagon, Daniel, et al.
Published: (2024)
SRAM-PG: Power Delivery Network Benchmarks from SRAM Circuits
by: Shen, Shan, et al.
Published: (2024)
by: Shen, Shan, et al.
Published: (2024)
ONNX-to-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs
by: Manca, Federico, et al.
Published: (2024)
by: Manca, Federico, et al.
Published: (2024)
A Survey on LUT-based Deep Neural Networks Implemented in FPGAs
by: Guo, Zeyu
Published: (2025)
by: Guo, Zeyu
Published: (2025)
ASiM: Modeling and Analyzing Inference Accuracy of SRAM-Based Analog CiM Circuits
by: Zhang, Wenlun, et al.
Published: (2024)
by: Zhang, Wenlun, et al.
Published: (2024)
Timing Fragility Aware Selective Hardening of RISCV Soft Processors on SRAM Based FPGAs
by: Darvishi, Mostafa
Published: (2026)
by: Darvishi, Mostafa
Published: (2026)
A PVT-Resilient Subthreshold SRAM-Based In-Memory Computing Accelerator with In-Situ Regulation for Energy-Efficient Spiking Neural Networks
by: Kao, Shih-Hang, et al.
Published: (2026)
by: Kao, Shih-Hang, et al.
Published: (2026)
Hardware-Software Co-Design for Event-Driven SNN Deployment on Low-Cost Neuromorphic FPGAs
by: Lee, Jiwoon, et al.
Published: (2026)
by: Lee, Jiwoon, et al.
Published: (2026)
A Review of SRAM-based Compute-in-Memory Circuits
by: Yoshioka, Kentaro, et al.
Published: (2024)
by: Yoshioka, Kentaro, et al.
Published: (2024)
Analysis of Single Event Induced Bit Faults in a Deep Neural Network Accelerator Pipeline
by: Jonckers, Naïn, et al.
Published: (2025)
by: Jonckers, Naïn, et al.
Published: (2025)
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspective
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
by: Gutiérrez-Zaballa, Jon, et al.
Published: (2024)
Post-Quantum and Blockchain-Based Attestation for Trusted FPGAs in B5G Networks
by: Papalamprou, Ilias, et al.
Published: (2025)
by: Papalamprou, Ilias, et al.
Published: (2025)
CryptoSRAM: Enabling High-Throughput Cryptography on MCUs via In-SRAM Computing
by: Zhang, Jingyao, et al.
Published: (2025)
by: Zhang, Jingyao, et al.
Published: (2025)
AccelCIM: Systematic Dataflow Exploration for SRAM Compute-in-Memory Accelerator
by: Xue, Chenhao, et al.
Published: (2026)
by: Xue, Chenhao, et al.
Published: (2026)
Ultra8T: A Sub-Threshold 8T SRAM with Leakage Detection
by: Shen, Shan, et al.
Published: (2023)
by: Shen, Shan, et al.
Published: (2023)
Memory-efficient Sketch Acceleration for Handling Large Network Flows on FPGAs
by: Han, Zhaoyang, et al.
Published: (2025)
by: Han, Zhaoyang, et al.
Published: (2025)
Wavelet Based Frequency Detection Using FPGAs
by: Hill, Caleb, et al.
Published: (2024)
by: Hill, Caleb, et al.
Published: (2024)
ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM
by: Ku, Jonathan, et al.
Published: (2024)
by: Ku, Jonathan, et al.
Published: (2024)
An Affordable Experimental Technique for SRAM Write Margin Characterization for Nanometer CMOS Technologies
by: Alorda, Bartomeu, et al.
Published: (2024)
by: Alorda, Bartomeu, et al.
Published: (2024)
OpenACM: An Open-Source SRAM-Based Approximate CiM Compiler
by: Zhou, Yiqi, et al.
Published: (2026)
by: Zhou, Yiqi, et al.
Published: (2026)
SAIL: SRAM-Accelerated LLM Inference System with Lookup-Table-based GEMV
by: Zhang, Jingyao, et al.
Published: (2025)
by: Zhang, Jingyao, et al.
Published: (2025)
OpenYield: An Open-Source SRAM Yield Analysis and Optimization Benchmark Suite
by: Shen, Shan, et al.
Published: (2025)
by: Shen, Shan, et al.
Published: (2025)
Studying the Degradation of Propagation Delay on FPGAs at the European XFEL
by: Lanzieri, Leandro, et al.
Published: (2024)
by: Lanzieri, Leandro, et al.
Published: (2024)
Duet: Creating Harmony between Processors and Embedded FPGAs
by: Li, Ang, et al.
Published: (2023)
by: Li, Ang, et al.
Published: (2023)
Interconnect-Aware Logic Resynthesis for Multi-Die FPGAs
by: Wang, Xiaoke, et al.
Published: (2026)
by: Wang, Xiaoke, et al.
Published: (2026)
Design and Implementation of Washing Machine HUD Using FPGAs
by: Stites, Norman, et al.
Published: (2025)
by: Stites, Norman, et al.
Published: (2025)
A 65-nm Reliable 6T CMOS SRAM Cell with Minimum Size Transistors
by: Torrens, Gabriel, et al.
Published: (2024)
by: Torrens, Gabriel, et al.
Published: (2024)
Variability-Aware Noise-Induced Dynamic Instability of Ultra-Low-Voltage SRAM Bitcells
by: Van Brandt, Léopold, et al.
Published: (2024)
by: Van Brandt, Léopold, et al.
Published: (2024)
Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity
by: Duan, Cenlin, et al.
Published: (2024)
by: Duan, Cenlin, et al.
Published: (2024)
SRAM Based Digital Custom Compute Engine for Improved Area Efficiency of AI Hardware
by: Dhakad, Narendra Singh, et al.
Published: (2026)
by: Dhakad, Narendra Singh, et al.
Published: (2026)
CIMinus: Empowering Sparse DNN Workloads Modeling and Exploration on SRAM-based CIM Architectures
by: Qi, Yingjie, et al.
Published: (2025)
by: Qi, Yingjie, et al.
Published: (2025)
Fast Algorithms for Spiking Neural Network Simulation with FPGAs
by: Lindqvist, Björn A., et al.
Published: (2024)
by: Lindqvist, Björn A., et al.
Published: (2024)
Shooting Neutrons at Neurons: Radiation Testing of a Spiking Neural Network on Flash-Based FPGAs
by: Nijsink, Wim, et al.
Published: (2026)
by: Nijsink, Wim, et al.
Published: (2026)
TsetlinWiSARD: On-Chip Training of Weightless Neural Networks using Tsetlin Automata on FPGAs
by: Duan, Shengyu, et al.
Published: (2026)
by: Duan, Shengyu, et al.
Published: (2026)
Fast Generation of Custom Floating-Point Spatial Filters on FPGAs
by: Campos, Nelson, et al.
Published: (2024)
by: Campos, Nelson, et al.
Published: (2024)
Small Logic-based Multipliers with Incomplete Sub-Multipliers for FPGAs
by: Böttcher, Andreas, et al.
Published: (2024)
by: Böttcher, Andreas, et al.
Published: (2024)
Accelerating Boolean Constraint Propagation for Efficient SAT-Solving on FPGAs
by: Govindasamy, Hariprasadh, et al.
Published: (2024)
by: Govindasamy, Hariprasadh, et al.
Published: (2024)
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs
by: Taka, Endri, et al.
Published: (2024)
by: Taka, Endri, et al.
Published: (2024)
Similar Items
-
Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator
by: Jonckers, Naïn, et al.
Published: (2024) -
Using Formal Verification to Evaluate Single Event Upsets in a RISC-V Core
by: Xue, Bing, et al.
Published: (2024) -
Single Event Upsets characterization of 65 nm CMOS 6T and 8T SRAM cells for ground level environment
by: Malagon, Daniel, et al.
Published: (2024) -
SRAM-PG: Power Delivery Network Benchmarks from SRAM Circuits
by: Shen, Shan, et al.
Published: (2024) -
ONNX-to-Hardware Design Flow for Adaptive Neural-Network Inference on FPGAs
by: Manca, Federico, et al.
Published: (2024)