Winner-take-all networks for physiological models of competitive learning

Neural Networks

Volumn 7, Issue 6-7, 1994, Pages 973-984

  Kaski, Samuel ^a   Kohonen, Teuvo ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Competitive learning; Cortical model; Lateral inhibition; Neural network; Neurodynamics; Neuron model; Self organization; Winner take all

Indexed keywords

CELLS; COMPUTER SIMULATION; LEARNING SYSTEMS; NEUROPHYSIOLOGY; NUMERICAL METHODS;

CORTICAL MODEL; NEURODYNAMICS; WINNER TAKE ALL PROPERTY;

NEURAL NETWORKS;

EID: 0028571742     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(05)80154-6     Document Type: Article

References (21)

1. Topographic organization of nerve fields
2. A cortical model of winner-take-all competition via lateral inhibition
3. The simulation and modelling of distributed information processing in the frog visual system
4. A model of visuomotor mechanisms in the frog optic tectum
5. Pattern formation, contrast control, and oscillations in the short term memory of shunting on-center off-surround networks
6. Complex dynamics in winner-take-all neural nets with slow inhibition
7. On the development of feature detectors in the visual cortex with applications to learning and reaction-diffusion systems
8. Competition, decision, and consensus
9. Systems of differential equations which are competitive or cooperative I Limit sets
10. Neurons with graded responses have collective computational properties like those of two-state neurons
11. Self-organized formation of topologically correct feature maps
12. An introduction to neural computing
13. Physiological interpretation of the self-organizing map algorithm
14. On the K-winners-take-all network
15. Consensus vs. competition in neural networks
16. A theory for the development of feature detecting cells in visual cortex
17. Development of specificity in cat visual cortex
18. Cooperative self-organization of afferent and lateral connections in cortical maps
19. A model for the formation of ocular dominance stripes
20. Self-organization of orientation sensitive cells in the striate cortex