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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Self-Organizing Map
biblio
Nested Pipeline Hardware Self-Organizing Map for High Dimensional Vectors
Submitted by aekwall on Mon, 03/22/2021 - 12:10pm
neural net architecture
fully parallel computation
high dimensional vectors
homogeneous modular structure
low-dimensional vectors
multiple clocks
nested architecture
nested pipeline hardware self-organizing map
neural chips
frequency 60.0 MHz
operable clock frequency
original nested SOM
pipeline computation
Self-Organizing Map
sequential computation
single vector
VHDL
weight vector update
Pipelines
FPGA
Hardware
computer architecture
Resiliency
pubcrawl
Neurons
clustering
Vectors
field programmable gate arrays
expandability
Compositionality
Clocks
pipeline processing
MNIST
self-organising feature maps
Self-organizing feature maps
biblio
Locality Guided Neural Networks for Explainable Artificial Intelligence
Submitted by aekwall on Mon, 03/01/2021 - 4:04pm
Semantics
training networks
Self-Organizing Map
Self-organizing feature maps
self-organising feature maps
locality guided neural network
current deep network architectures
AI methods
explainable artificial intelligence
CIFAR100 dataset
deep learning architecture
xai
Scalability
visualization
Topology
convolutional neural networks
network topology
convolutional neural nets
CNN
machine learning
Neurons
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Predicting Fault-Prone Classes in Object-Oriented Software: An Adaptation of an Unsupervised Hybrid SOM Algorithm
Submitted by grigby1 on Thu, 12/28/2017 - 12:30pm
software quality
Predictive Metrics
Predictive models
predictive security metrics
pubcrawl
self-organising feature maps
Self-Organizing Map
semisupervised fault-proneness prediction models
software metrics
Prediction algorithms
Software systems
source code (software)
supervised learning algorithms
Unsupervised Fault-Proneness Prediction
unsupervised fault-proneness prediction models
unsupervised hybrid SOM algorithm
Unsupervised Learning
Adaptation models
object-oriented software systems
object-oriented programming
Object-Oriented Metrics Threshold Values
Object oriented modeling
Naive Bayes Network
Multilayer Perceptron
Metrics
Measurement
HySOM model
function-level source code metrics
fault-prone code identification
fault-prone classes prediction model
fault data history
Data models
class-level granularity
biblio
Personal Identification by Flick Input Using Self-Organizing Maps with Acceleration Sensor and Gyroscope
Submitted by grigby1 on Wed, 08/02/2017 - 12:56pm
collaboration
composability
Flick Input
Human behavior
Metrics
pattern locks
Personal Identification
pubcrawl
Resiliency
Scalability
Self-Organizing Map
