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ICANN
2005
Springer
15 years 5 months ago
Short Term Memories and Forcing the Re-use of Knowledge for Generalization
Despite the well-known performances and the theoretical power of neural networks, learning and generalizing are sometimes very difficult. In this article, we investigate how short ...
Laurent Orseau
ICARIS
2005
Springer
15 years 5 months ago
Towards a Conceptual Framework for Innate Immunity
Innate immunity now occupies a central role in immunology. However, artificial immune system models have largely been inspired by adaptive not innate immunity. This paper reviews ...
Jamie Twycross, Uwe Aickelin
ISNN
2005
Springer
15 years 5 months ago
Chosen-Plaintext Cryptanalysis of a Clipped-Neural-Network-Based Chaotic Cipher
Abstract. In ISNN’04, a novel symmetric cipher was proposed, by combining a chaotic signal and a clipped neural network (CNN) for encryption. The present paper analyzes the secur...
Chengqing Li, Shujun Li, Dan Zhang, Guanrong Chen
ISRR
2005
Springer
105views Robotics» more  ISRR 2005»
15 years 5 months ago
Networked Robotic Cameras for Collaborative Observation of Natural Environments
Many viewers simultaneously observe events in a common, but remote, environment in applications ranging from scientific observation, journalism, distance education, security, and...
Dezhen Song, Kenneth Y. Goldberg
IWANN
2005
Springer
15 years 5 months ago
Manifold Constrained Finite Gaussian Mixtures
In many practical applications, the data is organized along a manifold of lower dimension than the dimension of the embedding space. This additional information can be used when le...
Cédric Archambeau, Michel Verleysen