Pattern classification with evolving long-term cognitive networks

DOI10.1016/j.ins.2020.08.058zbMath1475.68330OpenAlexW3059372204MaRDI QIDQ2056386

Yamisleydi Salgueiro, Gonzalo Nápoles, Agnieszka Jastrzebska

Publication date: 2 December 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.08.058

zbMATH Keywords

recurrent neural networksinterpretabilitybackpropagationlong-term cognitive networks

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Artificial neural networks and deep learning (68T07) Pattern recognition, speech recognition (68T10)

Uses Software

• UCI-ml
• JStatCom
• Adam

Cites Work

• Short-term cognitive networks, flexible reasoning and nonsynaptic learning
• Fuzzy cognitive maps
• Encoding Time in Feedforward Trajectories of a Recurrent Neural Network Model
• Evaluating Learning Algorithms
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