کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
403869 677365 2015 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Modelling the insect Mushroom Bodies: Application to sequence learning
ترجمه فارسی عنوان
مدل سازی حشرات بدن قارچ: کاربرد به دنباله یادگیری
کلمات کلیدی
علوم اعصاب، مغز حشرات، بدن قارچ حشرات، نورونهای اسپایکینگ، یادگیری، مدل عصبی، متن نوشته
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

Learning and reproducing temporal sequences is a fundamental ability used by living beings to adapt behaviour repertoire to environmental constraints. This paper is focused on the description of a model based on spiking neurons, able to learn and autonomously generate a sequence of events. The neural architecture is inspired by the insect Mushroom Bodies (MBs) that are a crucial centre for multimodal sensory integration and behaviour modulation. The sequence learning capability coexists, within the insect brain computational model, with all the other features already addressed like attention, expectation, learning classification and others. This is a clear example that a unique neural structure is able to cope concurrently with a plethora of behaviours. Simulation results and robotic experiments are reported and discussed.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neural Networks - Volume 67, July 2015, Pages 37–53
نویسندگان
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