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IJCNN
2007
IEEE
15 years 11 months ago
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
— 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 ...
Manish Saggar, Tekin Meriçli, Sari Andoni, ...
CMSB
2003
Springer
15 years 10 months ago
An Overview of Data Models for the Analysis of Biochemical Pathways
Biochemical pathways such as metabolic, regulatory or signal tranduction pathways can be viewed as interconnected processes forming an intricate network of functional and physical...
Yves Deville, David Gilbert, Jacques van Helden, S...
ICWSM
2010
15 years 6 months ago
Sequential Influence Models in Social Networks
The spread of influence among individuals in a social network can be naturally modeled in a probabilistic framework, but it is challenging to reason about differences between vari...
Dan Cosley, Daniel P. Huttenlocher, Jon M. Kleinbe...
PAMI
2010
188views more  PAMI 2010»
15 years 3 months ago
A Unified Probabilistic Framework for Spontaneous Facial Action Modeling and Understanding
—Facial expression is a natural and powerful means of human communication. Recognizing spontaneous facial actions, however, is very challenging due to subtle facial deformation, ...
Yan Tong, Jixu Chen, Qiang Ji
187
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IEEEICCI
2003
IEEE
15 years 10 months ago
A Layered Reference Model of the Brain
– A variety of life functions and cognitive processes have been identified in cognitive informatics, psychology, cognitive science, and neurophilosophy. This paper attempts to de...
Yingxu Wang, Shushma Patel, Dilip Patel, Ying Wang