A new scalable parallel adder based on spiking neural P systems, dendritic behavior, rules on the synapses and astrocyte-like control to compute multiple signed numbers
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.08.076
Abstract: Abstract This brief presents a scalable parallel neural adder circuit based on spiking neural P systems along with dendritic delays, dendritic feedback, rules on the synapses and astrocyte-like control to create a compact and highly… read more here.
Keywords: adder; based spiking; rules synapses; spiking neural ... See more keywords
Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-62945-5
Abstract: In today’s data-driven world, the ability to process large data volumes is crucial. Key tasks, such as pattern recognition and image classification, are well suited for artificial neural networks (ANNs) inspired by the brain. Neuromorphic… read more here.
Keywords: classification; pattern; based spiking; optical integration ... See more keywords
RF Fingerprinting Identification Based on Spiking Neural Network for LEO–MIMO Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3223939
Abstract: Low earth orbit (LEO) satellites promise to be a source of innovation in wireless communication and their physical layer security deserves attention. However, many physical layer security techniques are hampered by excessive power consumption and… read more here.
Keywords: neural network; identification based; spiking neural; identification ... See more keywords
A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2020.2980054
Abstract: Spike-timing dependent plasticity (STDP)-based spiking neural network (SNN) is a promising choice to realize unsupervised intelligent systems with a limited power budget. In addition to STDP, another two bio-inspired mechanisms of lateral inhibition and homeostasis… read more here.
Keywords: lateral inhibition; based spiking; memristor; spiking neural ... See more keywords