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Journal of Artificial Intelligence and Soft Computing Research Volume 7 Issue 4

Subject Areas: Artificial Intelligence
Publisher: De Gruyter Open - de Gruyter
SJR: 22

LitStream

Journal Article

An English Neural Network that Learns Texts, Finds Hidden Knowledge, and Answers Questions

Ke, Yuanzhi; Hagiwara, Masafumi

2017 Journal of Artificial Intelligence and Soft Computing Research

doi:10.1515/jaiscr-2017-0016

AbstractIn this paper, a novel neural network is proposed, which can automatically learn and recall contents from texts, and answer questions about the contents in either a large corpus or a short piece of text. The proposed neural network combines parse trees, semantic networks, and inference...
LitStream

Journal Article

A Machine Learning Approach for the Segmentation of Driving Maneuvers and its Application in Autonomous Parking

Notomista, Gennaro; Botsch, Michael

2017 Journal of Artificial Intelligence and Soft Computing Research

doi:10.1515/jaiscr-2017-0017

AbstractA classification system for the segmentation of driving maneuvers and its validation in autonomous parking using a small-scale vehicle are presented in this work. The classifiers are designed to detect points that are crucial for the path-planning task, thus enabling the implementation of...
LitStream

Journal Article

Pseudo-Orthogonalization of Memory Patterns for Complex-Valued and Quaternionic Associative Memories

Minemoto, Toshifumi; Isokawa, Teijiro; Nishimura, Haruhiko; Matsui, Nobuyuki

2017 Journal of Artificial Intelligence and Soft Computing Research

doi:10.1515/jaiscr-2017-0018

AbstractHebbian learning rule is well known as a memory storing scheme for associative memory models. This scheme is simple and fast, however, its performance gets decreased when memory patterns are not orthogonal each other. Pseudo-orthogonalization is a decorrelating method for memory patterns...
LitStream

Journal Article

Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning

Bologna, Guido; Hayashi, Yoichi

2017 Journal of Artificial Intelligence and Soft Computing Research

doi:10.1515/jaiscr-2017-0019

AbstractRule extraction from neural networks is a fervent research topic. In the last 20 years many authors presented a number of techniques showing how to extract symbolic rules from Multi Layer Perceptrons (MLPs). Nevertheless, very few were related to ensembles of neural networks and even less...
LitStream

Journal Article

An Integrative Approach to Analyze Eeg Signals and Human Brain Dynamics in Different Cognitive States

Davis, Jeffrey Jonathan (Joshua); Lin, Chin-Teng; Gillett, Grant; Kozma, Robert

2017 Journal of Artificial Intelligence and Soft Computing Research

doi:10.1515/jaiscr-2017-0020

AbstractElectroencephalograph (EEG) data provide insight into the interconnections and relationships between various cognitive states and their corresponding brain dynamics, by demonstrating dynamic connections between brain regions at different frequency bands. While sensory input tends to...

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