Search Results - "Jimenez, Mario"
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Designing and scaling up integrated youth mental health care
Published in World psychiatry (01-02-2022)“…Mental ill‐health represents the main threat to the health, survival and future potential of young people around the world. There are indications that this is…”
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An optimization spiking neural p system for approximately solving combinatorial optimization problems
Published in International journal of neural systems (01-08-2014)“…Membrane systems (also called P systems) refer to the computing models abstracted from the structure and the functioning of the living cell as well as from the…”
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Gated Spiking Neural P Systems for Time Series Forecasting
Published in IEEE transaction on neural networks and learning systems (01-09-2023)“…Spiking neural P (SNP) systems are a class of neural-like computing models, abstracted by the mechanism of spiking neurons. This article proposes a new variant…”
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Dynamic threshold neural P systems
Published in Knowledge-based systems (01-01-2019)“…Pulse coupled neural networks (PCNN, for short) are models abstracting the synchronization behavior observed experimentally for the cortical neurons in the…”
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Dendrite P systems
Published in Neural networks (01-07-2020)“…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…”
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Attention-enabled gated spiking neural P model for aspect-level sentiment classification
Published in Neural networks (01-01-2023)“…Gated spiking neural P (GSNP) model is a recently developed recurrent-like network, which is abstracted by nonlinear spiking mechanism of nonlinear spiking…”
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Reservoir computing models based on spiking neural P systems for time series classification
Published in Neural networks (01-01-2024)“…Nonlinear spiking neural P (NSNP) systems are neural-like membrane computing models with nonlinear spiking mechanisms. Because of this nonlinear spiking…”
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Practitioner review: Co‐design of digital mental health technologies with children and young people
Published in Journal of child psychology and psychiatry (01-08-2020)“…Background There is increasing interest in digital technologies to help improve children and young people’s mental health, and the evidence for the…”
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The “online brain”: how the Internet may be changing our cognition
Published in World psychiatry (01-06-2019)“…The impact of the Internet across multiple aspects of modern society is clear. However, the influence that it may have on our brain structure and functioning…”
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Evolutionary membrane computing: A comprehensive survey and new results
Published in Information sciences (20-09-2014)“…Evolutionary membrane computing is an important research direction of membrane computing that aims to explore the complex interactions between membrane…”
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Nonlinear Spiking Neural Systems With Autapses for Predicting Chaotic Time Series
Published in IEEE transactions on cybernetics (01-03-2024)“…Spiking neural P (SNP) systems are a class of distributed and parallel neural-like computing models that are inspired by the mechanism of spiking neurons and…”
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Spiking neural P systems with neuron division and budding
Published in Science China. Information sciences (01-08-2011)“…Spiking neural P systems are a class of distributed and parallel computing models inspired by spiking neurons.In this work,the features of neuron division and…”
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Spiking neural P systems with weights
Published in Neural computation (01-10-2010)“…A variant of spiking neural P systems with positive or negative weights on synapses is introduced, where the rules of a neuron fire when the potential of that…”
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Interval-valued fuzzy spiking neural P systems for fault diagnosis of power transmission networks
Published in Engineering applications of artificial intelligence (01-06-2019)“…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…”
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Fuzzy reasoning spiking neural P system for fault diagnosis
Published in Information sciences (20-06-2013)“…Spiking neural P systems (SN P systems) have been well established as a novel class of distributed parallel computing models. Some features that SN P systems…”
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A weighted corrective fuzzy reasoning spiking neural P system for fault diagnosis in power systems with variable topologies
Published in Engineering applications of artificial intelligence (01-06-2020)“…This paper focuses on power system fault diagnosis based on Weighted Corrective Fuzzy Reasoning Spiking Neural P Systems with real numbers (rWCFRSNPSs) to…”
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Monodirectional Tissue P Systems With Promoters
Published in IEEE transactions on cybernetics (01-01-2021)“…Tissue <inline-formula> <tex-math notation="LaTeX">P </tex-math></inline-formula> systems with promoters provide nondeterministic parallel bioinspired devices…”
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Fault Diagnosis of Power Systems Using Intuitionistic Fuzzy Spiking Neural P Systems
Published in IEEE transactions on smart grid (01-09-2018)“…In this paper, intuitionistic fuzzy spiking neural P (IFSNP) systems as a variant are proposed by integrating intuitionistic fuzzy logic into original spiking…”
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Multiobjective fuzzy clustering approach based on tissue-like membrane systems
Published in Knowledge-based systems (01-06-2017)“…•We develop a multiobjective clustering framework to deal with fuzzy clustering problem.•We design a tissue-like membrane system with a special cell structure,…”
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An unsupervised learning algorithm for membrane computing
Published in Information sciences (20-05-2015)“…This paper focuses on the unsupervised learning problem within membrane computing, and proposes an innovative solution inspired by membrane computing…”
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