Sensory flow segmentation using a resource allocating vector quantizer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1876 LNCS, Issue , 2000, Pages 853-862

  Linåker, Fredrik ^a,b   Niklasson, Lars ^a  

^a UNIVERSITY OF SKÖVDE   (Sweden)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

VECTORS;

EXISTING ARCHITECTURES; HIGHER-ORDER; MODEL VECTORS; USER INTERVENTION; VECTOR QUANTIZERS;

PATTERN RECOGNITION;

EID: 84877786702     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44522-6_88     Document Type: Conference Paper

References (9)

1. Carpenter G. A., Grossberg S.: ART 2: Self-organization of stable category recognition codes for analog input patterns, Applied Optics (1987) 26: 4919-4930.
2. Chan C., Vetterli M.: Lossy compression of individual signals based on string matching and one pass codebook design, In Proceedings ICASSP (1995) 2491-2494.
3. Fritzke B.: Vector quantization with a growing and splitting elastic network, In ICANN'93: International Conference on Artificial Neural Networks, Springer (1993) 580-585.
4. Kohonen T.: Self-Organizing Maps (second edition), Springer (1995).
5. Michel O.: Khepera simulator package version 2.0: Freeware mobile robot simulator (1996), http://diwww.epfl.ch/w3lami/team/michel/khep-sim/
6. Nehmzow U.: Mobile Robotics: A Practical Introduction, Springer (2000).
7. Nolfi S., Tani J.: Extracting Regularities in Space and Time Through a Cascade of Prediction Networks: The Case of a Mobile Robot Navigating in a Structured Environment, Connection Science (1999), 11(2).
8. Platt J.: A Resource-Allocating Network for Function Interpolation, Neural Computation (1991) 3(2): 213-225.
9. Tani J., Nolfi S.: Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems, In Proc. of the Fifth Int. Conf. on Simulation of Adaptive Behavior, R. Pfeifer, B. Blumberg, J.A. Meyer and S.W. Wilson (Eds.), MIT Press (1998) 270-279.