Towards a Neural Network Model of the Attentional Blink

机译：走向注意眨眼的神经网络模型

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One of the most prominent experimental paradigms for investigating the deployment of attention over time is the Attentional Blink (AB). Although there is now a great deal known about it, computational modeling of the AB remains only lightly explored. This paper responds to this limitation by proposing a prototype neural network model of the blink. A central aspect of which is a realization of the concept of consolidation into working memory, which is at the heart of the majority of current explanations of the blink.

机译：注意眨眼（AB）是研究随时间推移注意力分布的最杰出实验范式之一。尽管现在有很多已知的知识，但是AB的计算建模仍然只是轻描淡写。本文通过提出眨眼的原型神经网络模型来应对这一局限性。其中心方面是实现整合到工作记忆中的概念，这是当前有关眨眼的大多数解释的核心。

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Bowman Howard; Wyble Brad; Barnard Philip;
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年度 2004
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正文语种 {"code":"en","name":"English","id":9}
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1. EVALUATION OF DIFFERENT PEAK MODELS OF EYE BLINK EEG FOR SIGNAL PEAK DETECTION USING ARTIFICIAL NEURAL NETWORK [J] . Adam A., Ibrahim Z., Mokhtar N., Neural Network World . 2016,第1期

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2. Remodeling of neural networks in the anterior forebrain of an animal model of hyperactivity and attention deficits as monitored by molecular imaging probes. [J] . Papa M, Sellitti S, Sadile AG Neuroscience and Biobehavioral Reviews . 2000,第1期

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3. Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks [J] . Knowledge-Based Systems . 2020,第Apra6期

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4. TOWARDS A NEURAL NETWORK MODEL OF THE ATTENTIONAL BLINK [C] . H. BOWMAN, B. P. WYBLE, P.J. BARNARD Eighth Neural Computation and Psychology Workshop . 2004

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5. Neural models of inter-cortical networks in the primate visual system for navigation, attention, path perception, and static and kinetic figure-ground perception. [D] . Layton, Oliver W. 2013

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6. A comparison of attentional neural network architectures for modeling with electronic medical records [O] . Anthony Finch, Alexander Crowell, Yung-Chieh Chang, 2021

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7. Towards a Neural Network Model of the Attentional Blink [O] . H. Bowman, B. P. Wyble, P. J. Barnard 2004

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8. Hierarchical Neural Network (HNN) for Closed Loop Decision Making: Designing the Architecture of a Hierarchical Neural Network to Model Attention, Learning and Goal Oriented Behavior. [R] . Guez, A. 1990

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Towards a Neural Network Model of the Attentional Blink

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