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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Neural networks
biblio
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations
Submitted by grigby1 on Thu, 12/01/2022 - 5:10pm
Predictive models
Neural networks
pubcrawl
resilience
Resiliency
Scalability
deep learning
Decision Making
Benchmark testing
natural language processing
neural network
human computer interaction
Transformers
xai
generative model
biblio
LISA : Enhance the explainability of medical images unifying current XAI techniques
Submitted by grigby1 on Thu, 12/01/2022 - 5:09pm
SHAP
Unified Explanations
Shapley Additive Explanations
Local Interpritable Model Agnostic Explanations
LISA
Integrated Gradients
CXR
Chest X-ray
anchors
xai
Medical diagnosis
transfer learning
Predictive models
LIME
explainable artificial intelligence
Mission critical systems
debugging
Scalability
Additives
Resiliency
resilience
pubcrawl
Neural networks
CNN
biblio
Machine Learning-based Vulnerability Study of Interpose PUFs as Security Primitives for IoT Networks
Submitted by aekwall on Thu, 12/01/2022 - 4:37pm
Neural networks
FPGA
Training
machine learning
pubcrawl
Resiliency
network security
neural network
Reliability engineering
Nonhomogeneous media
Physical Unclonable Function
Interpose PUF
Resilient Security Architectures
biblio
Entropy-Based Modeling for Estimating Adversarial Bit-flip Attack Impact on Binarized Neural Network
Submitted by grigby1 on Fri, 11/18/2022 - 5:44pm
neural network resiliency
statistical model
Deep Neural Network accelerator
bit-flip attack
White-Box attack
black-box attack
image classification
Sensitivity
network topology
Topology
Resiliency
resilience
pubcrawl
Neural networks
security
machine learning
biblio
Resiliency of SNN on Black-Box Adversarial Attacks
Submitted by grigby1 on Fri, 11/18/2022 - 5:44pm
neural network resiliency
SpiNNaker
spiking neural network
Neuromorphics
black-box attacks
Deep Neural Network
Robustness
adversarial attacks
Hardware
Software
Conferences
Resiliency
resilience
pubcrawl
Neural networks
machine learning
biblio
Intelligent Line Congestion Prognosis in Active Distribution System Using Artificial Neural Network
Submitted by grigby1 on Fri, 11/18/2022 - 5:43pm
neural network resiliency
prognostics and health management
Line Congestion
Levenberg-Marquardt
fault prognosis
Bayesian Regularization
wide area measurements
Neural networks
renewable energy sources
uncertainty
Prediction algorithms
Smart Grids
Resiliency
resilience
pubcrawl
biblio
Respipe: Resilient Model-Distributed DNN Training at Edge Networks
Submitted by grigby1 on Fri, 11/18/2022 - 5:43pm
neural network resiliency
distributed training
Deep neural networks (DNN)
edge networks
speech processing
Distributed databases
smart phones
delays
Resiliency
resilience
pubcrawl
Neural networks
Training
signal processing
biblio
A Lightweight Error-Resiliency Mechanism for Deep Neural Networks
Submitted by grigby1 on Fri, 11/18/2022 - 5:43pm
neural network resiliency
Neural Network Accelerators
error resiliency
Power supplies
Reliability engineering
Bit error rate
Quantization (signal)
Reliability
real-time systems
Hardware
Resiliency
resilience
pubcrawl
Neural networks
biblio
HyperTune: Dynamic Hyperparameter Tuning for Efficient Distribution of DNN Training Over Heterogeneous Systems
Submitted by grigby1 on Tue, 11/08/2022 - 11:52am
Task Analysis
neural network resiliency
Heterogeneous systems
dynamic tuning
DNN training
computational storage devices
distributed training
federated learning
Distributed databases
Training
Program processors
Resiliency
resilience
pubcrawl
Servers
Neural networks
Engines
biblio
Quantized Neural Networks: Characterization and Holistic Optimization
Submitted by grigby1 on Tue, 11/08/2022 - 11:51am
Optimization methods
Training
Neural networks
pubcrawl
resilience
Resiliency
Throughput
Quantization (signal)
Sensitivity
holistic approach
activation quantization
quantized deep neural network
weight quantization
neural network resiliency
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