A dynamic neural field mechanism for self-organization

Mechanism for Powerlaws without Self-Organization

A recent claim has been made that there must be a self-regulation in the waiting times to see hospital consultants on the ground that the relative changes in the size of waiting lists follow a power law [4]. In agreement with simulations of Frecketon and Sutherland, we explain the general non-selfregulating mechanism underlying this result and derive the exponent value −2 exactly. In addition, ...

Developing A Fault Diagnosis Approach Based On Artificial Neural Network And Self Organization Map For Occurred ADSL Faults

Telecommunication companies have received a great deal of research attention, which have many advantages such as low cost, higher qualification, simple installation and maintenance, and high reliability. However, the using of technical maintenance approaches in Telecommunication companies could improve system reliability and users' satisfaction from Asymmetric digital subscriber line (ADSL) ser...

ART-C: A Neural Architecture for Self-Organization Under Constraints

This paper proposes a novel ART-based neural architecture known as ART-C (ART under Constraints) that performs online clustering of pattern sequences subject to the constraints on the recognition category representation. Experiments on two real-life data sets show that ART-C produces reasonably good clustering qualities, with the added advantage of high efficiency. Keywords—Adaptive Resonance T...

A framework for proving the self-organization of dynamic systems

This paper aims at providing a rigorous definition of selforganization, one of the most desired properties for dynamic systems (e.g., peer-to-peer systems, sensor networks, cooperative robotics, or ad-hoc networks). We characterize different classes of self-organization through liveness and safety properties that both capture information regarding the system entropy. We illustrate these classes...

A Neural Network Architecture for Self-Organization of Object Understanding