Oscillatory neural network and learning of continuously transformed patterns

Neural Networks

Volumn 7, Issue 2, 1994, Pages 219-231

  Hayashi, Yukio ^a  

^a ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

Author keywords

Chaotic orbit wandering among memory patterns; Continuous transformation; Dynamic information processing; Learning of recurrent network; Limit cycle near a memory pattern; Oscillatory neural network; Spatiotemporal pattern

Indexed keywords

ASSOCIATIVE STORAGE; CHAOS THEORY; CHARACTER RECOGNITION; COMPUTER SIMULATION; DATA PROCESSING; LEARNING SYSTEMS; MATHEMATICAL MODELS; OSCILLATIONS; PATTERN RECOGNITION;

CHAOTIC ORBITS; CONTINUOUSLY TRANSFORMED PATTERNS; DYNAMIC INFORMATION PROCESSING; LIMIT CYCLES; MEMORY PATTERNS; OSCILLATORY NEURAL NETWORKS; RECURRENT NETWORKS; SPATIOTEMPORAL PATTERNS;

NEURAL NETWORKS;

EID: 0028155434     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/0893-6080(94)90017-5     Document Type: Article

References (46)

1. Periodic and non-periodic responses of a periodically forced Hodgkin-Huxley oscillator
2. Chaotic neural networks
3. Characteristics of randomly connected threshold-element networks and network systems
4. Characteristics of random nets of analog neuron-like elements
5. Learning and patterns and pattern sequences by self-organizing nets of threshold elements
6. Nonlinear dynamics of pattern formation and pattern recognition in the rabbit olfactory bulb
7. Bifurcation in the learning of recurrent neural networks
8. Coherent oscillations: A mechanism of feature linking in the visual cortex? Multiple electrode and correlation analysis in the cat
9. Feature linking via synchronization among distributed assemblies Simulations of results from cat visual cortex
10. Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex
11. Synchronization of oscillatory responses in visual cortex: A plausible mechanism for scene segmentation
12. Synchronized oscillations during cooperative feature linking in a cortical model of visual perception
13. Parallel activation of memories in an oscillatory neural network
14. The transformational structure theory of pattern cognition
15. Similarity judgements of patterns depending upon perceived inter-pattern transformation structure
16. Stimulus-dependent assembly formation of oscillatory responses I Synchronization and II Desynchronization
17. Collective synchronization of pulse-coupled oscillators and excitable units
18. Modeling the olfactory bulb and its neural oscillatory processings
19. Binding hierarchies A basis for dynamic perceptual grouping
20. Mechanisms of frequency and pattern control in the neural rhythm generators
21. Pattern retrieval in an asymmetric neural network with embeded limit cycles
22. Chaotic wandering and search in a cycle-memory neural network
23. m, m ≥ 3
24. Phase-locking in 1-D and 2-D networks of oscillating neurons
25. Learning state space trajectories in recurrent neural network
26. Piaget's theory
27. A study of network dynamics
28. On the nature of turbulence
29. How brains make chaos in order to make sense of the world
30. A learning algorithm to teach spatiotemporal patterns to recurrent neural networks
31. Chaotic dynamics by recurrent neural networks
32. APOLONN brings us to the real world: Learning nonlinear dynamics and fluctuations in nature
33. A model for neuronal oscillations in the visual cortex—I. Mean-field theory and derivation of the phase equations
34. Abstract conceptual knowledge: How we know what we know
35. Phase coherence and computation in a neural network of coupled oscillators
36. Perception of rotated forms: A theory of information types
37. Analysis of perceptual and conceptual stages
38. Memory dynamics in asynchronous neural networks
39. Dynamic link of memory—Chaotic memory map in nonequilibrium neural networks
40. Pattern segmentation in associative memory
41. Oscillations and chaos in neural networks: An exactly solvable model
42. A mathematical theory of the functional dynamics of cortical and thalamic nervous tissue
43. Model of biological pattern recognition with spatially chaotic dynamics