A 5.28-mm² 4.5-pJ/SOP Energy-Efficient Spiking Neural Network Hardware With Reconfigurable High Processing Speed Neuron Core and Congestion-Aware Router.
Junran PuWang Ling GohVishnu P. NambiarMing Ming WongAnh Tuan DoPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- energy efficient
- processing speed
- spiking neural networks
- wireless sensor networks
- times faster
- low cost
- energy consumption
- neuron model
- sensor networks
- biologically inspired
- hardware implementation
- detection accuracy
- parallel processing
- spiking neurons
- neural network
- field programmable gate array
- base station
- energy efficiency
- ip networks
- feed forward
- routing protocol
- learning rules
- real time
- routing algorithm
- image sequences
- cerebellar model
- liquid state machine
- embedded systems
- artificial neural networks
- artificial intelligence
- data sets
- data transmission
- end to end