Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia Boris Kryzhanovsky 3030013286 9783030013288

This completed downloadable of Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia Boris Kryzhanovsky

Instant downloaded Advances in Neural Computation, Machine Learning, and Cognitive Research II: Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia Boris Kryzhanovsky pdf docx epub after payment.

Product details:

• ISBN 10: 3030013286
• ISBN 13: 9783030013288
• Author: Boris Kryzhanovsky

This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

Table of contents:

1. Planar Ising-Spin Models in Probabilistic Machine Learning
2. Intellectual Agents Based on a Cognitive Architecture Supporting Humanlike Social Emotionality and Creativity
3. A Novel Methodology for Simulation of EEG Traveling Waves on the Folding Surface of the Human Cerebral Cortex
4. Neural Network Theory
5. Comparative Test of Evolutionary Algorithms to Build an Approximate Neural Network Solution of the Model Boundary Value Problem
6. Spectral Density of 1D Ising Model in n-Vicinity Method
7. Match-Mismatch Detection Neural Circuit Based on Multistable Neurons
8. Hopfield Associative Memory with Quantized Weights
9. Applications of Neural Networks
10. Linear Filtering Based on a Pulsed Neuron Model with an Orthogonal Filter Bank
11. Comparative Testing of the Neural Network and Semi-empirical Method on the Stabilization Problem of Inverted Pendulum
12. Homotopy Continuation Training Method for Semi-Empirical Continuous-Time State-Space Neural Network Models
13. Temperature Forecasting Based on the Multi-agent Adaptive Fuzzy Neuronet
14. The Neural Network with Automatic Feature Selection for Solving Problems with Categorical Variables
15. Object Detection on Docking Images with Deep Convolutional Network
16. On Comparative Evaluation of Effectiveness of Neural Network and Fuzzy Logic Based Adjusters of Speed Controller for Rolling Mill Drive
17. Disease Detection on the Plant Leaves by Deep Learning
18. Neural Network Based Algorithm for the Measurements of Fire Factors Processing
19. Artificial Neural Networks for Diagnostics of Water-Ethanol Solutions by Raman Spectra
20. Neural Network Recognition of the Type of Parameterization Scheme for Magnetotelluric Data
21. A General Purpose Algorithm for Coding/Decoding Continuous Signal to Spike Form
22. Single Trial EEG Classification of Tasks with Dominance of Mental and Sensory Attention with Deep Learning Approach
23. Neural Network Based Semi-empirical Models of 3D-Motion of Hypersonic Vehicle
24. Categorical Data: An Approach to Visualization for Cluster Analysis
25. The Time Series Forecasting of the Company’s Electric Power Consumption
26. Detection of Initial Moment of Head Motion by Neural Network Modules
27. Semiempirical Model of the Real Membrane Bending
28. Abnormal Operation Detection in Heat Power Plant Using Ensemble of Binary Classifiers
29. Semi-supervised Classifying of Modelled Auditory Nerve Patterns for Vowel Stimuli with Additive Noise
30. Cognitive Sciences and Adaptive Behavior
31. Modified Exponential Particle Swarm Optimization Algorithm for Medical Images Segmentation
32. Semantic Space and Homonymous Words
33. Algorithms of Distribution of General Loads Under the Joint Work of Aggregates
34. Long- and Short-Term Memories as Distinct States of the Brain Neuronal Network
35. Functional Neural Networks in Behavioral Motivations
36. Contrasting Human Brain Responses to Literature Descriptions of Nature and to Technical Instructions
37. fMRI and Tractographic Studies of Cognitive Systems in the Human Brain at the Norm and the Paranoid Schizophrenia
38. The Principle of Implementing an Assistant Composer
39. Neurobiology
40. Forecasting of Influenza-like Illness Incidence in Amur Region with Neural Networks
41. Epileptic Seizure Propagation Across Cortical Tissue: Simple Model Based on Potassium Diffusion
42. Spatial and Temporal Dynamics of EEG Parameters During Performance of Tasks with Dominance of Mental and Sensory Attention
43. Bursting in a System of Two Coupled Pulsed Neurons with Delay
44. Function and Molecular Design of the Synapse
45. Evolutionary Origins and Principles of the Organization of Biological Information Systems

People also search:

neural computing with applications

neural network for computation

neural topological ordering for computation graphs

computation in neural systems

neural computation of motivation and decision-making section