Foundations and tools for neural modeling : International Work-Conference on artificial and natural neural networks, IWANN 99, Alicante, Spain, June 2-4, 1999 : proceedings volume I
This book constitutes, together with its compagnion LNCS 1607, the refereed proceedings of the International Work-Conference on Artificial and Natural Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 89 revised papers presented were carefully reviewed and selected for inclus...
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| Autres auteurs: | , |
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Collection: | Lecture notes in computer science
1606 |
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| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Foundations and Tools for Neural Modeling, Texte imprimé, 9783540660699 • Foundations and Tools for Neural Modeling, Texte imprimé, 9783662166741 |
Table des matières:
- Self-assembly of oscillatory neurons and networks
- Reverberating loops of information as a dynamic mode of functional organization of the N. S.: A working conjecture
- Reconstruction of brain networks by algorithmic amplification of morphometry data
- Slow learning and fast evolution: An approach to cytoarchitectonic parcellation
- Dendritic [Ca2+] dynamics in the presence of immobile buffers and of dyes
- Development of directionally selective microcircuits in striate cortex
- Neural circuitry and plasticity in the adult vertebrate inner retina
- Modelling the circuitry of the cuneate nucleus
- Filtering capability of neural networks from the developing mammalian hippocampus
- Spatial inversion and facilitation in the J. Gonzalo s research of the sensorial cortex. Integrative aspects
- A self-organizing model for the development of ocular dominance and orientation columns in the visual cortex
- Gaze control with neural networks: A unified approach for saccades and smooth pursuit
- The neural net of Hydra and the modulation of its periodic activity
- A biophysical model of intestinal motility: Application in pharmacological studies
- Model of the neuronal net for detection of single bars and cross-like figures
- Connected cortical recurrent networks
- Inter-spike interval statistics of cortical neurons
- A new cochlear model based on adaptive gain mechanism
- Structure of lateral inhibition in an olfactory bulb model
- Effects of correlation and degree of balance in random synaptic inputs on the output of the hodgkin-huxley model
- Oscillations in the lower stations of the somatosensory pathway
- Effects of the ganglion cell response nonlinear mapping on visual system s noise filtering characteristics
- Paradoxical relationship between output and input regularityfor the FitzHugh-Nagumo model
- Synchronisation in a network of FHN units with synaptic-like coupling
- Two-compartment stochastic model of a neuron with periodic input
- Stochastic model of the place cell discharge
- Integrate-and-fire model with correlated inputs
- Noise modulation by stochastic neurons of the integrate-and fire type
- Bayesian modelling of neural networks
- Neural networks of the hopfield type
- Stability properties of BSB models
- Storage capacity of the exponential correlation associative memory
- A new input-output function for binary hopfield neural networks
- On the three layer neural networks using sigmoidal functions
- The capacity and attractor basins of associative memory models
- A modular attractor model of semantic access
- Priming an artificial associative memory
- What does a peak in the landscape of a Hopfield associative memory look like?
- Periodic and synchronic firing in an ensemble of identical stochastic units: Structural stability
- Driving neuromodules into synchronous chaos
- Aging and lévy distributions in sandpiles
- Finite size effects in neural networks
- On the computational power of limited precision weights neural networks in classification problems: How to calculate the weight range so that a solution will exist
- Estimating exact form of generalisation errors
- A network model for the emergence of orientation maps and local lateral circuits
- A neural network model for the self-organization of cortical grating cells
- Extended nonlinear hebbian learning for developing sparse-distributed representation
- Cascade error projection: A learning algorithm for hardware implementation
- Unification of supervised and unsupervised training
- On-line optimization of radial basis function networks with orthogonal techniques
- Afast orthogonalized FIR adaptive filter structure using recurrent hopfield-like network
- Using temporal neighborhoods to adapt function approximators in reinforcement learning
- Autonomous clustering for machine learning
- Bioinspired framework for general-purpose learning
- Learning efficient rulesets from fuzzy data with a genetic algorithm
- Self-organizing cases to find paradigms
- Training higher order Gaussian synapses
- On-line gradient learning algorithms for K-nearest neighbor classifiers
- Structure adaptation in artificial neural networks through adaptive clustering and through growth in state space
- Sensitivity analysis of radial basis function networks for fault tolerance purposes
- Association with multi-dendritic radial basis units
- A Boolean neural network controlling task sequences in a noisy environment
- SOAN: Self organizing with adaptive neighborhood neural network
- Topology preservation in SOFM: An euclidean versus manhattan distance comparison
- Supervised VQ learning based on temporal inhibition
- Improving the LBG algorithm
- Sequential learning algorithm for PG-RBF network using regression weights for time series prediction
- Parallel fuzzy learning
- Classification and feature selection by a self-organizing neural network
- SA-prop: Optimization of multilayer perceptron parameters using simulated annealing
- Mobile robot path planning using genetic algorithms
- Do plants optimize?
- Heuristic generation of the initial population in solving job shop problems by evolutionary strategies
- Randomness in heuristics: An experimental investigation for the maximum satisfiability problem
- Solving the packing and strip-packing problems with genetic algorithms
- Multichannel pattern recognition neural network
- A biologically plausible maturation of an ART network
- Adaptive resonance theory microchips
- Application of ART2-A as a pseudo-supervised paradigm to nuclear reactor diagnostics
- Supervised ART-I: A new neural network architecture for learning and classifying multi-valued input patterns
- Conscious and intentional access to unconscious decision-making module in ambiguous visual perception
- A psychophysical approach to the mechanism of human stereovision
- Neuronal coding and color sensations
- Neurocomputational models of visualisation: A preliminary report
- Self-organization of shift-invariant receptive fields
- Pattern recognition system with top-down process of mental rotation
- Segmentation of occluded objects using a hybrid of selective attention and symbolic knowledge
- Hypercolumn model: A modified model of neocognitron using hierarchical self-organizing maps
- Attentional strategies for object recognition.