Mladenov, V.; Slavova, A.; Sgurev, V.; Hadjiski, M.; Boshnakov, K. (Ed.)

ANNA '18

Advances in Neural Networks and Applications 2018 September 15-17, 2018, St. St. Konstantin and Elena Resort, Bulgaria

2018, 144 pages, Slimlinebox, CD-Rom
ISBN 978-3-8007-4756-6
Personal VDE Members are entitled to a 10% discount on this title

Content Foreword

The workshop on Advances in Neural Networks and Applications 2018 (ANNA’18) covers advanced aspects of the Neural Networks theory with strong emphasis on different applications in both the science and real practice. It is a platform for postgraduate training of Ph.D. students and young scientists where well-known experts of the field shows the advanced aspects of neural network theory and applications. The program of the workshop presents plenary lectures of Prof. Leon Chua, Prof. Ronald Tetzlaff, Prof. Fernando Corinto, Prof. Plamen Angelov, Prof. Nikola Kasabov and Prof. Alexander Gegov. Apart from the educational part of the workshop a conference with original authors’ papers take place as well. The Program Chair with the active help of members of the Organizing and Program Committees did a very careful review of the submitted contributions.

The workshop on Advances in Neural Networks and Applications 2018 (ANNA’18) is under the methodological supervision of IEEE CAS Cellular Nanoscale and Array Computing Technical Committee. It is technically co-sponsored by the International Neural Network Society (INNS) and is a regular John Atanasoff Society of Automatics and Informatics (SAI) event.

This workshop was the first one from the series of workshops that will be carried out every two years. The workshop held at the Frédéric Joliot-Curie International House of Scientists, St. St. Konstantin and Elena Resort, Bulgaria from 15th to 17th Sept. 2018.
Valeri Mladenov, Angela Slavova, Vassil Sgurev, Mincho Hadjiski, Kosta Boshnakov (Eds.)

1

Analytical DC model of a TaO memristor

Authors:
Ascoli, A.; Tetzlaff, R.; Ntinas, V.; Sirakoulis, G. Ch.
2

Learning of an Artificial Neuron with Resistor-Memristor Synapses

Authors:
Mladenov, Valeri; Kirilov, Stoyan
3

Early approach of Qubit state representation with Memristors

Authors:
Fyrigos, Iosif-Angelos; Ntinas, Vasileios; Karafyllidis, Ioannis; Sirakoulis, Georgios Ch.; Karakolis, Panagiotis; Dimitrakis, Panagiotis
4

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Authors:
Biolek, Dalibor; Biolek, Zdenek; Biolkova, Viera; Kolka, Zdenek
5

A Voltage-Controlled Window Function Approach

Authors:
Messaris, I.; Ntogramatzi, M.; Nikolaidis, S.
6

Some experimental results on Kilo/Mega Core Architectures

Authors:
Kiss, Andras; Nagy, Zoltan; Szolgay, Peter
7

Edge of Chaos Regime for CNN with Dynamic Memory Synapses

Authors:
Slavova, Angela; Bobeva, Galina
8

Nonlinear sensor driven by chaotic dynamics

Authors:
Korneta, Wojciech; Iacyel, Gomes; Rodrigo, Picos; Zabovsky, Michal
9

Modeling and Simulation of Interaction of Fluxons via CNN

Authors:
Slavova, Angela; Zaphirova, Zoya
10

Generalized net model of Artificial Bee Colony optimization algorithm

Authors:
Zoteva, Dafina; Atanassova, Vassia; Roeva, Olympia; Szmidt, Eulalia
11

A Generalized Net Model of the Deep Learning Algorithm

Authors:
Yovcheva, Plamena; Petkov, Todor; Sotirov, Sotir
12

A Generalized Net Model of the Deep Learning Neural Network

Authors:
Sotirov, Sotir; Sotirova, Evdokia; Shannon, Anthony; Bureva, Veselina; Petkov, Todor; Popov, Stanislav; Bozov, Hristo; Tsolova, Diana; Georgieva, Vania
13

Generalized Net Model of the process of n-th prime number calculation by different formulas

Authors:
Tomov, Zhivko; Vassilev, Peter; Atanassov, Krassimir; Sotirov, Sotir
14

Generalized Net model of the connection of the urban and interurban transport via example from the city of Burgas

Authors:
Valkov, Ivan; Atanassova, Vassia; Sotirova, Evdokia; Atanassov, Krassimir
15

Generalized net model of the organization of the firefighting activities when dealing with forest fires

Authors:
Atanassov, Krassimir; Vassilev, Peter; Georgiev, Ivan; Tsakov, Hristo
16

Generalized net model of the cooperation between the Departments of transfusion Haematology and the National Centre of transfusion Haematology

Authors:
Andreev, Nikolay; Vassilev, Peter; Atanassova, Vassia; Roeva, Olympia; Atanassov, Krassimir
17

Generalized Net Model of Surface EMG Data Processing for Control of Active Elbow Orthosis Device

Authors:
Ribagin, Simeon; Pencheva, Tania; Shannon, Anthony
18

Recognition of Dynamic Targets using a Deep Convolutional Neural Network

Authors:
Popov, Vasil; Shakev, Nikola; Ahmed, Sevil; Toplaov, Andon
19

Morphological Crater Classification via Convolutional Neural Network with Application on MOLA data

Authors:
Christoff, Nicole; Manolova, Agata; Jorda, Laurent; Mari, Jean-Luc
20

Handwritten Digit Recognition Using Blob Detection and Machine Learning

Authors:
Penev, Ivaylo; Karova, Milena; Todorov, Dimitar
21

Neural Networks in the Intelligent Educational Space

Authors:
Toskova, Asya; Toskov, Borislav; Doukovska, Lyubka; Daskalov, Borislav; Radeva, Irina
22

Network Risk in Artificial Network-Flow Neural Networks with Capacities

Authors:
Sgurev, Vassil; Drangajov, Stanislav
23

ECG-based Emotion Recognition: Overview of Methods and Applications

Authors:
Nikolova, Desislava; Petkova, Petya; Manolova, Agata; Georgieva, Petia
24
25
26

Learning-Based Optimization of Copper Converter Predictive Maintenance

Authors:
Hadjiski, Mincho; Bosnhakov, Kosta
27

Collective Neural Classifiers for Food Quality Applications

Authors:
Titova, Tanya; Nachev, Veselin; Damyanov, Chavdar