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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
approximate computing
biblio
Boosting the Efficiency of the Harmonics Elimination VLSI Architecture by Arithmetic Approximations
Submitted by grigby1 on Fri, 08/26/2022 - 10:48am
Harmonic analysis
VLSI Design
LMS
Harmonics Suppression
Approximate multipliers
approximate computing
power quality
Very large scale integration
Power dissipation
computer architecture
boosting
Computing Theory
Compositionality
composability
Hardware
Resiliency
resilience
pubcrawl
biblio
Dynamic Adaptation of Approximate Bit-width for CNNs based on Quantitative Error Resilience
Submitted by grigby1 on Tue, 10/06/2020 - 1:40pm
dynamic adaptation
Resiliency
resilience
quantitative error resilience
pubcrawl
Power demand
power consumption
power aware computing
Neurons
logic circuits
Hardware
error resilience
dynamic adaptation of approximate bit-width
adders
convolutional neural networks
convolutional neural network
convolutional neural nets
convolution
configurable adder
Computing Theory
CNNs
approximation theory
approximate computing technology
approximate computing
approximate bit-width
biblio
Improving Energy Efficiency of Hadoop Clusters using Approximate Computing
Submitted by aekwall on Mon, 02/10/2020 - 11:58am
Apache Hadoop
multicore computing security
Thermal-efficiency
thermal-aware data placement
thermal-aware approximate computing
tHadoop2
Pi MapReduce application
Pi
multicore computing platforms
Hadoop clusters
energy-efficient solutions
Energy-efficiency
approximate computing
Scalability
data handling
Hadoop
multiprocessing systems
parallel processing
pattern clustering
MapReduce
Metrics
energy conservation
pubcrawl
Resiliency
power aware computing
biblio
SECO: A Scalable Accuracy Approximate Exponential Function Via Cross-Layer Optimization
Submitted by aekwall on Mon, 01/20/2020 - 11:49am
pubcrawl
exponential operation
exponentiation
fault tolerant control
gradient methods
intrinsic error resilience
neural nets
Nickel
Observers
optimisation
power consumption
exponential function unit
Resiliency
runtime optimization method
Scalability
scalable accuracy approximate exponential function
SECO
signal processing
signal processing applications
Silicon
spiking neuron models
Taylor expansion
Design Time
approximate computing
approximate EFU designs
approximation theory
arithmetic units
convergence
Cross-Layer Approximation
cross-layer design method
Cross-layer optimization
deep neural networks
design space
adaptive exponential integrate-fire neuron model
Dynamic Accuracy Scaling
Eigenvalues and eigenfunctions
energy-accuracy-optimal approximate multiplier
energy-efficient computing
Error analysis
error analysis method
Error Modeling
error-resilient applications
Exponential Function
file
CAreDroid: A Context-Awareness Framework for Android
Submitted by rgupta on Fri, 12/21/2018 - 12:06pm. Contributors:
Salma Elmalaki
Lucas Wanner
Mani Srivastava
Variability
Microelectronics
Software Sensing
approximate computing
Posters
1029783
1029030
1029025
1028831
1028888
Expeditions PI Meeting 2018
2018
Poster
file
Overview: Variability-Aware Software for Efficient Computing with Nanoscale Devices
Submitted by rgupta on Thu, 12/20/2018 - 9:18pm. Contributors:
Rajesh Gupta
Yuanyuan Zhou
Tajana Rosing
Ranjit Jhala
Mani Srivastava
Puneet Gupta
Lara Dolecek
Dennis Sylvester
Subhasish Mitra
Rakesh Kumar
approximate computing
Microelectronics
Software Sensing
Variability
Posters
1028831
1028888
1029025
1029030
1029783
Expeditions PI Meeting 2018
2018
Poster
biblio
Minimum energy quantized neural networks
Submitted by grigby1 on Mon, 06/11/2018 - 3:24pm
iso-accuracy depending
automated minimum-energy optimization
BinaryNets
complex arithmetic
fixed point arithmetic
fundamental trade-off
generic hardware platform
higher precision operators
int4 implementations
int8 networks
arbitrary fixed point precision
low precision weights
Minimum Energy
minimum energy QNN
QNN training
Quantized Neural Network
quantized neural networks
wider network architectures
network on chip security
resilience
Resiliency
Scalability
Hardware
neural nets
energy consumption
telecommunication security
Neural networks
Training
deep learning
pubcrawl
Memory management
Metrics
Random access memory
system-on-chip
energy conservation
power aware computing
Mobile communication
approximate computing
biblio
Self-Adaptive FPGA-Based Image Processing Filters Using Approximate Arithmetics
Submitted by grigby1 on Mon, 03/19/2018 - 1:53pm
adaptive filtering
approximate computing
dynamic partial reconfiguration
FPGA
Image Processing
Metrics
pubcrawl
resilience
Resiliency
Scalability
SoC
biblio
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics
Submitted by grigby1 on Wed, 02/21/2018 - 1:38pm
secure autonomous aerial surveillance
Multicore Computing
multicore computing security
near-sensor data analytics pipeline
Neural networks
parallel architectures
pubcrawl
regular computing task
remote recognition
resilience
Resiliency
Scalability
Metrics
security of data
seizure detection
sensitive data protection
sensors
size 65 nm
SoC
software programmability
system-on-chip
tightly-coupled multicore cluster
voltage 0.8 V
energy 3.16 pJ
CNN
compute-intensive data processing
computer architecture
computerised instrumentation
Cryptography
data analysis
Data Security
deep convolutional neural network
electroencephalogram
encrypted data collection
encryption
approximate computing
energy conservation
Engines
equivalent reduced instruction set computer operation
Face detection
feature extraction
Fulmine tight power envelope
Internet of Things
Internet-of-Things endpoint
IoT endpoint system-on-chip
low-power electronics
biblio
A novel approximate computing based security primitive for the Internet of Things
Submitted by grigby1 on Tue, 12/12/2017 - 1:30pm
IoT devices
Watermarking
ultra-low power design requirement
Three-dimensional displays
telecommunication security
telecommunication power management
security primitive
Resiliency
pubcrawl
Metrics
Lightweight Encryption
IoT security
approximate computing
Internet of Things
Internet infrastructure
information hiding approach
Human Factors
Human behavior
hardware security vulnerabilities
Fingerprinting
digital watermarking
device authentication
Cryptography
composability
