A comprehensive survey on the recent variants and applications of membrane-inspired evolutionary algorithms

B Alsalibi, S Mirjalili, L Abualigah, RI Yahya… - … Methods in Engineering, 2022 - Springer
In the last decade, the application of membrane-inspired evolutionary algorithms in real-life
problems has attracted much attention due to their flexibility and parallelizability. Almost …

Deep reinforcement learning based transmission policy enforcement and multi-hop routing in QoS aware LoRa IoT networks

MSA Muthanna, A Muthanna, A Rafiq… - Computer …, 2022 - Elsevier
The LoRa wireless connectivity has become a de facto technology for intelligent critical
infrastructures such as transport systems. Achieving high Quality of Service (QoS) in …

Spiking neural P systems with inhibitory rules

H Peng, B Li, J Wang, X Song, T Wang… - Knowledge-Based …, 2020 - Elsevier
Motivated by the mechanism of inhibitory synapses, a new kind of spiking neural P (SNP)
system rules, called inhibitory rules, is introduced in this paper. Based on this, a new variant …

Dynamic threshold neural P systems

H Peng, J Wang, MJ Pérez-Jiménez… - Knowledge-Based …, 2019 - Elsevier
Pulse coupled neural networks (PCNN, for short) are models abstracting the synchronization
behavior observed experimentally for the cortical neurons in the visual cortex of a cat's brain …

Coupled neural P systems

H Peng, J Wang - IEEE Transactions on Neural Networks and …, 2018 - ieeexplore.ieee.org
Inspired by Eckhorn's neuron model that emulates a mammal's visual cortex, this paper
proposes a new kind of neural-like P system, called a coupled neural P (CNP) system. The …

Nonlinear spiking neural P systems

H Peng, Z Lv, B Li, X Luo, J Wang, X Song… - … Journal of Neural …, 2020 - World Scientific
This paper proposes a new variant of spiking neural P systems (in short, SNP systems),
nonlinear spiking neural P systems (in short, NSNP systems). In NSNP systems, the state of …

Dendrite P systems

H Peng, T Bao, X Luo, J Wang, X Song… - Neural Networks, 2020 - Elsevier
It was recently found that dendrites are not just a passive channel. They can perform mixed
computation of analog and digital signals, and therefore can be abstracted as information …

Deep membrane systems for multitask segmentation in diabetic retinopathy

J Xue, S Yan, J Qu, F Qi, C Qiu, H Zhang… - Knowledge-Based …, 2019 - Elsevier
Automatic segmentation of microaneurysms (MAs), hard exudates (EXs) and optic disc (OD)
are crucial to the diagnostic assessment of diabetic retinopathy (DR). However, the small …

Interval-valued fuzzy spiking neural P systems for fault diagnosis of power transmission networks

J Wang, H Peng, W Yu, J Ming… - … Applications of Artificial …, 2019 - Elsevier
It is a challenge problem how to deal with the uncertainty in fault diagnosis of power
systems. To solve the challenge problem, this paper introduces an interval-valued fuzzy …

Supervisory control of discrete event systems under asynchronous spiking neuron P systems

X Chen, H Peng, J Wang, F Hao - Information Sciences, 2022 - Elsevier
Asynchronous spiking neural P systems with multiple channels (SNP systems) operate in an
asynchronous pattern, in which the firing of enabled rules is not obligatory. Asynchronous …