Title
Walknet-a biologically inspired network to control six-legged walking.
Abstract
To investigate walking we perform experimental studies on animals in parallel with software and hardware simulations of the control structures and the body to be controlled. Therefore, the primary goal of our simulation studies is not so much to develop a technical device, but to develop a system which can be used as a scientific tool to study insect walking. To this end, the animat should copy essential properties of the animals. In this review, we will first describe the basic behavioral properties of hexapod walking, as the are known from stick insects. Then we describe a simple neural network called Walknet which exemplifies these properties and also shows some interesting emergent properties. The latter arise mainly from the use of the physical properties to simplify explicit calculations. The model is simple too, because it uses only static neuronal units. Finally, we present some new behavioral results.
Year
DOI
Venue
1998
10.1016/S0893-6080(98)00067-7
Neural Networks
Keywords
Field
DocType
stick insect,six-legged walking,decentralized control,walking,six-legged robot,leg coordination,positive feedback,situatedness,control structure,neural network,physical properties,emergent properties
Motion control,Decentralised system,Animat,Software,Artificial intelligence,Control system,Artificial neural network,Hexapod,Mathematics,Robotics
Journal
Volume
Issue
ISSN
11
7-8
1879-2782
Citations 
PageRank 
References 
82
7.25
12
Authors
5
Name
Order
Citations
PageRank
Holk Cruse146770.73
Thomas Kindermann212412.47
Michael Schumm3827.25
Jeffrey Dean4827.25
Jeffrey Dean511804457.69