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为合成物模拟行为实验交互与环境刺激

Modeling Behavioral Experiment Interaction and Environmental Stimuli for a Synthetic .

作者信息

Mujika Andoni, Leškovský Peter, Álvarez Roberto, Otaduy Miguel A, Epelde Gorka

机构信息

Intelligent Transport Systems and Engineering, Vicomtech-ik4, Donostia/San Sebastián, Spain.

eHealth and Biomedical Applications, Vicomtech-ik4, Donostia/San Sebastián, Spain.

出版信息

Front Neuroinform. 2017 Dec 8;11:71. doi: 10.3389/fninf.2017.00071. eCollection 2017.

Abstract

This paper focusses on the simulation of the neural network of the living organism, and more specifically in the modeling of the stimuli applied within behavioral experiments and the stimuli that is generated in the interaction of the with the environment. To the best of our knowledge, all efforts regarding stimuli modeling for the are focused on a single type of stimulus, which is usually tested with a limited subnetwork of the neural system. In this paper, we follow a different approach where we model a wide-range of different stimuli, with more flexible neural network configurations and simulations in mind. Moreover, we focus on the stimuli sensation by different types of sensory organs or various sensory principles of the neurons. As part of this work, most common stimuli involved in behavioral assays have been modeled. It includes models for mechanical, thermal, chemical, electrical and light stimuli, and for proprioception-related self-sensed information exchange with the neural network. The developed models have been implemented and tested with the hardware-based simulation platform.

摘要

本文着重于对生物体神经网络的模拟,更具体地说是对行为实验中施加的刺激以及生物体与环境相互作用时产生的刺激进行建模。据我们所知,目前关于该生物体刺激建模的所有工作都集中在单一类型的刺激上,通常是在神经系统的有限子网络上进行测试。在本文中,我们采用了一种不同的方法,考虑到更灵活的神经网络配置和模拟,对广泛的不同刺激进行建模。此外,我们关注不同类型感觉器官或神经元的各种感觉原理所产生的刺激感受。作为这项工作的一部分,对行为测定中涉及的最常见刺激进行了建模。它包括机械、热、化学、电和光刺激的模型,以及与本体感觉相关的与神经网络的自我感知信息交换模型。所开发的模型已在基于硬件的模拟平台上实现并进行了测试。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6b4/5727351/69e8b17be891/fninf-11-00071-g0001.jpg

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