IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— Serious efforts to develop computerized systems for natural language understanding and machine translation have taken place for more than half a century. Some successful system...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
—A new interactive visualization tool is proposed for textual data mining based on bipartite graph visualization. Applications to three text datasets are presented to show the ca...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— In vector space model (VSM), textual documents are represented as vectors in the term space. Therefore, there are two issues in this representation, i.e. (1) what should a term...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— We present a computational model of human category learning that learns the essential structures of the categories by forgetting information that is not useful for the given ta...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— Our earlier work has suggested that neuronal transmission delay may cause serious problems unless a compensation mechanism exists. In that work, facilitating neuronal dynamics ...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
Learning by human tutelage means that a human being guides the attention of a robot or agent in order to teach it a given concept. This kind of learning is very important to devel...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
—The paper presents a silicon neuron circuit that mimics the behaviour of known classes of biological neurons. The circuit has been designed in a 0.35µm CMOS technology. The fir...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
IJCNN
2007
IEEE
14 years 5 months ago
2007
IEEE