Thinking about spiking neural P systems: some theories, tools, and research topics

FGC Cabarle - Journal of Membrane Computing, 2024 - Springer
The present work focuses on three notions about spiking neural P systems (SN P systems),
namely normal forms, homogeneous systems, and software tools for easy access and visual …

Spiking Neural P Systems with Communication on Request

L Pan, G Păun, G Zhang, F Neri - International journal of neural …, 2017 - World Scientific
Spiking Neural P Systems are Neural System models characterized by the fact that each
neuron mimics a biological cell and the communication between neurons is based on …

Spiking neural P systems with multiple channels

H Peng, J Yang, J Wang, T Wang, Z Sun, X Song… - Neural Networks, 2017 - Elsevier
Spiking neural P systems (SNP systems, in short) are a class of distributed parallel
computing systems inspired from the neurophysiological behavior of biological spiking …

Numerical spiking neural P systems

T Wu, L Pan, Q Yu, KC Tan - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
Spiking neural P (SN P) systems are a class of discrete neuron-inspired computation
models, where information is encoded by the numbers of spikes in neurons and the timing of …

Spiking neural P systems with scheduled synapses

FGC Cabarle, HN Adorna, M Jiang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Spiking neural P systems (SN P systems) are models of computation inspired by biological
spiking neurons. SN P systems have neurons as spike processors, which are placed on the …

Homogeneous spiking neural P systems with structural plasticity

RTA de la Cruz, FGC Cabarle… - Journal of Membrane …, 2021 - Springer
Spiking neural P system (SNP system) is a model of computation inspired by the mechanism
of spiking neurons. An SNP system is a directed graph of neurons that can communicate …

Spiking neural P systems with delay on synapses

X Song, L Valencia-Cabrera, H Peng… - … Journal of Neural …, 2021 - World Scientific
Based on the feature and communication of neurons in animal neural systems, spiking
neural P systems (SN P systems) were proposed as a kind of powerful computing model …

Automatic implementation of fuzzy reasoning spiking neural P systems for diagnosing faults in complex power systems

H Rong, K Yi, G Zhang, J Dong, P Paul, Z Huang - Complexity, 2019 - Wiley Online Library
As an important variant of membrane computing models, fuzzy reasoning spiking neural P
systems (FRSN P systems) were introduced to build a link between P systems and fault …

Computational power of sequential spiking neural P systems with multiple channels

Z Lv, Q Yang, H Peng, X Song, J Wang - Journal of Membrane Computing, 2021 - Springer
Spiking neural P systems with multiple channels (SNP-MC systems, for short) are a kind of
distributed parallel computing devices, inspired by the way that neurons communicate by …

Neural-like P systems with plasmids

FGC Cabarle, X Zeng, N Murphy, T Song… - Information and …, 2021 - Elsevier
Two types of cells for bio-inspired computations are neurons and bacteria: the former have
“simple” neurons that connect together to become more useful, ie structure is important to …