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Véra Kurková, Roman Neruda and Jan Koutník
Front matter
1-10
Investigating Similarity of Ontology Instances and Its Causes
11-20
A Neural Model for Delay Correction in a Distributed Control System
21-31
A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets
32-41
Non-stationary Data Mining: The Network Security Issue
42-51
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products
52-61
Extraction of Binary Features by Probabilistic Neural Networks
62-71
Correlation Integral Decomposition for Classification
72-80
Modified q-State Potts Model with Binarized Synaptic Coefficients
81-90
Learning Similarity Measures from Pairwise Constraints with Neural Networks
91-100
Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines
101-110
Mimicking Go Experts with Convolutional Neural Networks
111-120
Associative Memories Applied to Pattern Recognition
121-130
MLP-Based Detection of Targets in Clutter: Robustness with Respect to the Shape Parameter of Weibull-Disitributed Clutter
131-140
Modeling and Synthesis of Computational Efficient Adaptive Neuro-Fuzzy Systems Based on Matlab
141-149
Embedded Neural Network for Swarm Learning of Physical Robots
150-158
Distribution Stream of Tasks in Dual-Processor System
159-168
Efficient Implementation of the THSOM Neural Network
169-178
Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks
179-187
Implementation of Central Pattern Generator in an FPGA-Based Embedded System
188-197
Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity
198-207
Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit
208-217
Blind Source-Separation in Mixed-Signal VLSI Using the InfoMax Algorithm
218-227
Synaptic Rewiring for Topographic Map Formation
228-237
Implementing Bayes’ Rule with Neural Fields
238-247
Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus
248-257
A Bio-inspired Architecture of an Active Visual Search Model
258-267
Implementing Fuzzy Reasoning on a Spiking Neural Network
268-276
Short Term Plasticity Provides Temporal Filtering at Chemical Synapses
277-289
Observational Versus Trial and Error Effects in a Model of an Infant Learning Paradigm
290-299
Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients
300-307
Fast Multi-command SSVEP Brain Machine Interface without Training
308-317
Separating Global Motion Components in Transparent Visual Stimuli – A Phenomenological Analysis
318-327
Lateral Excitation between Dissimilar Orientation Columns for Ongoing Subthreshold Membrane Oscillations in Primary Visual Cortex
328-337
A Computational Model of Cortico-Striato-Thalamic Circuits in Goal-Directed Behaviour
338-347
Firing Pattern Estimation of Synaptically Coupled Hindmarsh-Rose Neurons by Adaptive Observer
348-357
Global Oscillations of Neural Fields in CA3
358-367
Selective Attention Model of Moving Objects
368-375
Tempotron-Like Learning with ReSuMe
376-385
Neural Network Capable of Amodal Completion
386-395
Predictive Coding in Cortical Microcircuits
396-405
A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus
406-412
Learning Structurally Analogous Tasks
413-422
Auto-structure of Presynaptic Activity Defines Postsynaptic Firing Statistics and Can Modulate STDP-Based Structure Formation and Learning
423-432
Decision Making Logic of Visual Brain
433-442
A Computational Model of Saliency Map Read-Out during Visual Search
443-452
A Corpus-Based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction
453-461
Deterministic Coincidence Detection and Adaptation Via Delayed Inputs
462-470
Synaptic Formation Rate as a Control Parameter in a Model for the Ontogenesis of Retinotopy
471-478
Fuzzy Symbolic Dynamics for Neurodynamical Systems
479-487
Towards Personalized Neural Networks for Epileptic Seizure Prediction
488-497
Real and Modeled Spike Trains: Where Do They Meet?
498-507
The InfoPhase Method or How to Read Neurons with Neurons
508-516
Artifact Processor for Neuronal Activity Analysis during Deep Brain Stimulation
517-526
Analysis of Human Brain NMR Spectra in Vivo Using Artificial Neural Networks
527-536
Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation
537-546
KCMAC: A Novel Fuzzy Cerebellar Model for Medical Decision Support
547-556
Decoding Population Neuronal Responses by Topological Clustering
557-566
Learning of Neural Information Routing for Correspondence Finding
567-576
A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis
577-586
Analysis and Visualization of the Dynamics of Recurrent Neural Networks for Symbolic Sequences Processing
587-596
Chaotic Search for Traveling Salesman Problems by Using 2-opt and Or-opt Algorithms
597-606
Comparison of Neural Networks Incorporating Partial Monotonicity by Structure
607-616
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection
617-626
Assemblies as Phase-Locked Pattern Sets That Collectively Win the Competition for Coherence
627-635
A CA2 + Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus
636-645
Improving Associative Memory in a Network of Spiking Neurons
646-654
Effect of Feedback Strength in Coupled Spiking Neural Networks
655-664
Bifurcations in Discrete-Time Delayed Hopfield Neural Networks of Two Neurons
665-674
EEG Switching: Three Views from Dynamical Systems
675-684
Modeling Synchronization Loss in Large-Scale Brain Dynamics
685-694
Spatio-temporal Dynamics during Perceptual Processing in an Oscillatory Neural Network
695-702
Resonant Spike Propagation in Coupled Neurons with Subthreshold Activity
703-712
Contour Integration and Synchronization in Neuronal Networks of the Visual Cortex
713-722
Fuzzy Growing Hierarchical Self-Organizing Networks
723-733
MBabCoNN – A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull
734-743
On the Generalization of the m-Class RDP Neural Network
744-753
A Constructive Technique Based on Linear Programming for Training Switching Neural Networks
754-762
Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters
763-772
Introduction to Constructive and Optimization Aspects of SONN-3
773-782
A Reward-Value Based Constructive Method for the Autonomous Creation of Machine Controllers
783-792
A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification
793-802
Prototype Proliferation in the Growing Neural Gas Algorithm
803-811
Active Learning Using a Constructive Neural Network Algorithm
812-821
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification
822-828
A Classification Method of Children with Developmental Dysphasia Based on Disorder Speech Analysis
829-838
Nature Inspired Methods in the Radial Basis Function Network Learning Process
839-848
Tree-Based Indirect Encodings for Evolutionary Development of Neural Networks
849-858
Generating Complex Connectivity Structures for Large-Scale Neural Models
859-868
The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set
869-878
Geometrical Perspective on Hairy Memory
879-888
Neural Network Based BCI by Using Orthogonal Components of Multi-channel Brain Waves and Generalization
889-898
Feature Ranking Derived from Data Mining Process
899-908
A Neural Network Approach for Learning Object Ranking
909-918
Evolving Efficient Connection for the Design of Artificial Neural Networks
919-928
The Extreme Energy Ratio Criterion for EEG Feature Extraction
929-938
The Schizophrenic Brain: A Broken Hermeneutic Circle
939-948
Neural Model for the Visual Recognition of Goal-Directed Movements
949-958
Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control
959-968
Organising the Complexity of Behaviour
969-979
Towards a Neural Model of Mental Simulation
Back matter
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