A time series forecasting approach based on nonlinear spiking neural systems
L Long, Q Liu, H Peng, Q Yang, X Luo… - … Journal of Neural …, 2022 - World Scientific
Nonlinear spiking neural P (NSNP) systems are a recently developed theoretical model,
which is abstracted by nonlinear spiking mechanism of biological neurons. NSNP systems …
which is abstracted by nonlinear spiking mechanism of biological neurons. NSNP systems …
Spiking neural P systems with lateral inhibition
Y Liu, Y Zhao - Neural Networks, 2023 - Elsevier
As a member of the third generation of artificial neural network models, spiking neural P
systems (SN P systems) have gained a hot research spot in recent years. This work …
systems (SN P systems) have gained a hot research spot in recent years. This work …
Evolution-communication spiking neural P systems with energy request rules
Evolution-communication spiking neural P systems with energy request rules (ECSNP-ER
systems) are proposed and developed as a new variant of evolution-communication spiking …
systems) are proposed and developed as a new variant of evolution-communication spiking …
Hypergraph-based numerical neural-like P systems for medical image segmentation
Neural-like P systems are membrane computing models inspired by natural computing and
are viewed as third-generation neural network models. Although real neurons have complex …
are viewed as third-generation neural network models. Although real neurons have complex …
Deep synergetic spiking neural P systems for the overall survival time prediction of glioblastoma patients
Histopathological whole slide images (WSIs) are the gold standard for cancer diagnosis. In
prognosis, WSIs can also help predict the overall survival (OS) time of cancer (such as …
prognosis, WSIs can also help predict the overall survival (OS) time of cancer (such as …
Weighted spiking neural P systems with polarizations and anti-spikes
Y Liu, Y Zhao - Journal of Membrane Computing, 2022 - Springer
Taking neuron-associated polarizations as the firing condition of neuron rules, the concept
of polarization is applied to spiking neural P systems (SN P systems), which is adopted to …
of polarization is applied to spiking neural P systems (SN P systems), which is adopted to …
Self-adapting spiking neural P systems with refractory period and propagation delay
This work develops a novel variant of spiking neural P systems (SN P systems), called self-
adapting SN P systems with refractory period and propagation delay (SARPPD-SN P …
adapting SN P systems with refractory period and propagation delay (SARPPD-SN P …
Spiking neural P systems with membrane potentials, inhibitory rules, and anti-spikes
Y Liu, Y Zhao - Entropy, 2022 - mdpi.com
Spiking neural P systems (SN P systems for short) realize the high abstraction and
simulation of the working mechanism of the human brain, and adopts spikes for information …
simulation of the working mechanism of the human brain, and adopts spikes for information …
Solving subset sum by spiking neural P systems with astrocytes producing calcium
B Aman - Natural Computing, 2023 - Springer
We consider spiking neural P systems with astrocytes producing calcium that differs from the
standard spiking neural P systems in several ways: we have a new type of resources called …
standard spiking neural P systems in several ways: we have a new type of resources called …
[HTML][HTML] Arithmetic abilities of SNP systems with astrocytes producing calcium
Are the membrane systems able of performing arithmetic operations? In the last dozen
years, there were published several implementations of the arithmetic operations based on …
years, there were published several implementations of the arithmetic operations based on …