Petia D. Koprinkova-Hristova

According to our database1, Petia D. Koprinkova-Hristova authored at least 53 papers between 1995 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Features extraction from human eye movements via echo state network.
Neural Comput. Appl., 2020

Brain-Inspired Spike Timing Model of Dynamic Visual Information Perception and Decision Making with STDP and Reinforcement Learning.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Parallel Implementation of the Model of Retina Ganglion Cells Layer.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

STDP Training of Hierarchical Spike Timing Model of Visual Information Processing.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Age-related Spike Timing Dependent Plasticity of Brain-inspired Model of Visual Information Processing with Reinforcement Learning.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

2019
Spike Timing Neural Model of Motion Perception and Decision Making.
Frontiers Comput. Neurosci., 2019

Word Embeddings Improvement via Echo State Networks.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Echo State vs. LSTM Networks for Word Sense Disambiguation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Design and Analysis of a Relational Database for Behavioral Experiments Data Processing.
Int. J. Online Eng., 2018

An Analysis of a Web Service based Approach for Experimental Data Sharing.
Int. J. Online Eng., 2018

Investigation of Feedback Connections Effect of a Spike Timing Neural Network Model of Early Visual System.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Echo State Network for Classification of Human Eye Movements During Decision Making.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Echo State Network for Word Sense Disambiguation.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

2017
Reservoir computing for emotion valence discrimination from EEG signals.
Neurocomputing, 2017

2016
Multi-dimensional Data Clustering and Visualization via Echo State Networks.
Proceedings of the New Approaches in Intelligent Image Analysis, 2016

Learning to decode human emotions with Echo State Networks.
Neural Networks, 2016

Neuro-fuzzy tuning of Kalman filter.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Fuzzy merging of MEMS accelerometers and gyroscopes measurements.
Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

Three Approaches to Train Echo State Network Actors of Adaptive Critic Design.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

A New Method for Generating of Fuzzy Rules for the Nonlinear Modelling Based on Semantic Genetic Programming.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
Echo State Networks for Feature Selection in Affective Computing.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, 2015

ACD with ESN for Tuning of MEMS Kalman Filter.
Proceedings of the Large-Scale Scientific Computing - 10th International Conference, 2015

Investigation of some parameters of a neuro-fuzzy approach for dynamic sound fields visualization.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

On effects of IP improvement of ESN reservoirs for reflecting of data structure.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

New Method for Non-linear Correction Modelling of Dynamic Objects with Genetic Programming.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
Hebbian Versus Gradient Training of ESN Actors in Closed-Loop ACD.
Proceedings of the Numerical Methods and Applications - 8th International Conference, 2014

Sound fields clusterization via neural networks.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

On-line Training of ESN and IP Tuning Effect.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Modeling Of Alcohol Fermentation In Brewing - Carbonyl Compounds Synthesis And Reduction.
Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Dynamic Sound Fields Clusterization Using Neuro-Fuzzy Approach.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
Two approaches to multi-criteria optimisation of steel alloys for crankshafts production.
Int. J. Reason. based Intell. Syst., 2013

Adaptive Critic Design and Heuristic Search for Optimization.
Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013

Echo State Networks in Dynamic Data Clustering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012
Intelligent diagnostic on mill fan system.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Echo State Networks for Multi-dimensional Data Clustering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
Neural Networks Approach to Optimization of Steel Alloys Composition.
Proceedings of the Engineering Applications of Neural Networks, 2011

ESN Intrinsic Plasticity versus Reservoir Stability.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Intelligent optimisation of batch fermentations' initial conditions.
Int. J. Reason. based Intell. Syst., 2010

Backpropagation through Time Training of a Neuro-Fuzzy Controller.
Int. J. Neural Syst., 2010

Adaptive Critic Design with Echo State Network.
Proceedings of the IEEE International Conference on Systems, 2010

Adaptive Critic Design with ESN Critic for Bioprocess Optimization.
Proceedings of the Artificial Neural Networks, 2010

2009
Modeling Of Oxygen Effect On Kinetics Of Batch Fermentation Process For Yogurt Starter Culture FormationConsensus Clustering And Fuzzy Classification For Breast Cancer Prognosis.
Proceedings of the European Conference on Modelling and Simulation, 2009

2008
Neural Network Software Sensors Design for lysine Fermentation Process.
Appl. Artif. Intell., 2008

2006
Neural network modelling of continuous microbial cultivation accounting for the memory effects.
Int. J. Syst. Sci., 2006

2004
Memory effects description by neural networks with delayed feedback connections.
Int. J. Intell. Syst., 2004

2003
Neural Network Based Biomass and Growth Rate Estimation Aimed to Control of a Chemostat Microbial Cultivation.
Appl. Artif. Intell., 2003

2000
Membership Functions Shape and its Influence on the Stability of Fuzzy Control Systems.
Cybern. Syst., 2000

Membership Functions Shape and its Influence on the Dynamical Behaviour of Fuzzy Logic Controller.
Cybern. Syst., 2000

1998
Neural Network Modeling of Fermentation Processes: Specific Kinetic Rate Models.
Cybern. Syst., 1998

1995
Neural Network Modelling of Fermentation Taking into Account Culture Memory.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995


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