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Computational Optimizations for Machine Learning
Computational Optimizations for Machine Learning
Autore Gabbay Freddy
Pubbl/distr/stampa Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Descrizione fisica 1 electronic resource (276 p.)
Soggetto topico Research & information: general
Mathematics & science
Soggetto non controllato ARIMA model
time series analysis
online optimization
online model selection
precipitation nowcasting
deep learning
autoencoders
radar data
generalization error
recurrent neural networks
machine learning
model predictive control
nonlinear systems
neural networks
low power
quantization
CNN architecture
multi-objective optimization
genetic algorithms
evolutionary computation
swarm intelligence
Heating, Ventilation and Air Conditioning (HVAC)
metaheuristics search
bio-inspired algorithms
smart building
soft computing
training
evolution of weights
artificial intelligence
deep neural networks
convolutional neural network
deep compression
DNN
ReLU
floating-point numbers
hardware acceleration
energy dissipation
FLOW-3D
hydraulic jumps
bed roughness
sensitivity analysis
feature selection
evolutionary algorithms
nature inspired algorithms
meta-heuristic optimization
computational intelligence
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557610303321
Gabbay Freddy  
Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Electronics for Sensors
Electronics for Sensors
Autore Ferri Giuseppe
Pubbl/distr/stampa Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Descrizione fisica 1 electronic resource (272 p.)
Soggetto topico Technology: general issues
Soggetto non controllato CMOS image sensor
linearity
adaptive nonlinear ramp
fully differential pipeline
double auto-zeroing
high framerate
fixed pattern noise
floating diffusion
readout scheme
ramp generator circuit
ultrasound
PMUT
high-voltage (HV) transmitter
low-voltage receiver (RX) amplifier
ultrasound application-specific integrated circuit (ASIC)
monolithical integration
CMOS
MEMS
electrical impedance spectroscopy (EIS)
time-to-digital converter (TDC)
time interpolator
phase
polar demodulator
quantization
reconfigurability
current mode
sensor interface
silicon photomultiplier
transimpedance amplifier
voltage current conveyor
field-programmable gate arrays (FPGA)
non-uniform multiphase (NUMP) method
temperature correction
radiation sensor interface
silicon photomultiplier (SiPM)
mobile dosimeter
analog-to-digital converter (ADC)
magnetic bioreactor
magnetoactive scaffolds
tissue engineering
magnetic actuator
magnetoelectric stimulation
selectable gain amplifier
resistive-sensor
current divider
current reference
front-end electronics
single-photon response
timing accuracy
ultrasonic gas flowmeter
the principle of time-difference method
data filtering
low-power measurement
auto-balancing bridge method
FIR filter
FPGA
impedance
inductive-loop sensor
multifrequency
vehicle magnetic profile
vector voltmeter
signal processing
background radiation monitoring system
Atmel AVR ATmega328 microcontroller (MC)
Geiger-Mueller counter
Petri net model
fifth-order low-pass filter
operational transconductance amplifier
multiple-input bulk-driven technique
subthreshold region
nanopower
temperature compensation
hysteresis
quartz flexible accelerometer
aerial inertial navigation system
thermal effect
creep effect
electronic nose
convolutional neural network
component analysis
xenon TPC
trigger concepts
data acquisition circuits
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557345203321
Ferri Giuseppe  
Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui