Energy-Efficient Hardware Implementation of Fully Connected Artificial Neural Networks Using Approximate Arithmetic Blocks.
Mohammadreza Esmali NojehdehMustafa AltunPublished in: Circuits Syst. Signal Process. (2023)
Keyphrases
- hardware implementation
- energy efficient
- fully connected
- artificial neural networks
- wireless sensor networks
- activation function
- pipelined architecture
- energy consumption
- sensor networks
- signal processing
- efficient implementation
- conditional random fields
- scale free
- field programmable gate array
- neural network
- base station
- hardware architecture
- computational intelligence
- back propagation
- energy efficiency
- feed forward
- sensor nodes
- image processing algorithms
- parallel architecture
- hidden layer
- memory management
- multilayer perceptron
- floating point
- routing algorithm
- neural network model
- power consumption
- routing protocol
- high speed
- genetic algorithm