Publications

● Ioannis Smyrnakis, Maria Papadopouli, Ganna Palagina, Stelios Manolis Smirnakis. Information Capacity of a Stochastically Responding Neuron Assembly. Elsevier Neurocomputing, 2020.

[BibTeX] [PDF]
@inproceedings{smyrnakis2020information,
  title={Information Capacity of a Stochastically Responding Neuron Assembly},
  author={Smyrnakis, Ioannis and Papadopouli, Maria and Palagina, Ganna and Smirnakis, Stelios Manolis},
  booktitle={Elsevier Neurocomputing},
  year={2020}
}

● Georgios Loupas, Epistimi-Anna Makedona, Ganna Palagina, Stelios Manolis Smirnakis, Maria Papadopouli. Inter-layer temporal correlation measurements reveal connectivity fields. AREADNE 2020, Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16 to 20, 2020.

[BibTeX]
@inproceedings{loupas2020inter,
  title={Inter-layer temporal correlation measurements reveal connectivity fields},
  author={Loupas, Georgios and Makedona,  Epistimi-Anna  and  Palagina, Ganna and Smirnakis, Stelios Manolis and  Papadopouli, Maria},
  booktitle={AREADNE 2020, Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16 to 20},
  year={2020}
}

● Thomais Asvestopoulou, Manthos Kampourakis, Maria Markaki, Joseph Lombardo, Ganna Palagina, Stelios Manolis Smirnakis, Maria Papadopouli. Using RQA to identify the structure of 4-AP induced seizure events. AREADNE 2020, Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16 to 20, 2020.

[BibTeX]
@inproceedings{asvestopoulou2020using,
  title={Using RQA to identify the structure of 4-AP induced seizure events},
  author={Asvestopoulou, Thomais and Kampourakis,  Manthos and Markaki, Maria and Lombardo, Joseph and   Palagina, Ganna and Smirnakis, Stelios Manolis and  Papadopouli, Maria},
  booktitle={AREADNE 2020, Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16 to 20},
  year={2020}
}

● Manthos Kampourakis, San Miguel Perez Elena, George Tzagkarakis, Ganna Palagina, Jochen Meyer, Stelios Manolis Smirnakis, Maria Papadopouli. Using RQA analysis to identify and profile absence seizures in stargazer mice. AREADNE 2020 Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16-20, 2020.

[BibTeX]
@inproceedings{kampourakis2020using,
  title={Using RQA analysis to identify and profile absence seizures in stargazer mice},
  author={Kampourakis, Manthos and Elena, San Miguel Perez and Tzagkarakis, George and  Palagina, Ganna and Meyer, Jochen and Smirnakis, Stelios Manolis and Papadopouli, Maria},
  booktitle={AREADNE 2020 Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, June 16-20},
  year={2020}
}

● Vassilis Kehayas, Epistimi-Anna Makedona, Ganna Palagina, Orestis Mousouros, Ioannis Smyrnakis, Stelios Manolis Smirnakis, Maria Papadopouli. Temporal structure of spontaneous cortical networks in layer 2/3 of the primary visual cortex of the mouse. AREADNE , Santorini, Greece, June 16-20, 2020.

[BibTeX]
@inproceedings{kehayas2020temporal,
  title={Temporal structure of spontaneous cortical networks in layer 2/3 of the primary visual cortex of the mouse},
  author={Kehayas, Vassilis and Makedona, Epistimi-Anna and Palagina, Ganna and Mousouros, Orestis and Smyrnakis, Ioannis and Smirnakis, Stelios Manolis and Papadopouli, Maria},
  booktitle={AREADNE , Santorini, Greece, June 16-20},
  year={2020}
}

● Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides. Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity. Elsevier Neurocomputing, 2020.

[BibTeX] [PDF]
@inproceedings{troullinou2020adversarial,
  title={Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity},
  author={Troullinou, Eirini and Tsagkatakis, Grigorios and Palagina, Ganna and Papadopouli, Maria and Smirnakis, Stelios Manolis and Tsakalides, Panagiotis},
  booktitle={Elsevier Neurocomputing},
  year={2020}
}

● Ioannis Smirnakis, Ganna Palagina, Stelios Manolis Smirnakis, Maria Papadopouli. Basic principles of neural ensemble organization for multi-neuronal coding. Neural Coding, Computation and Dynamics (NCCD), Capbreton, France, September 22-25, 2019.

[BibTeX]
@inproceedings{smirnakis2019basic,
  title={Basic principles of neural ensemble organization for multi-neuronal coding},
  author={Smirnakis, Ioannis and Palagina, Ganna and Smirnakis, Stelios Manolis and Papadopouli, Maria},
  booktitle={Neural Coding, Computation and Dynamics (NCCD), Capbreton, France, September 22-25},
  year={2019}
}

● Andreas Zacharakis, Manthos Kampourakis, Orestis Mousouros, Ganna Palagina, Jochen Meyer, Stelios Manolis Smirnakis, Ioannis Smirnakis, Maria Papadopouli. Functional Network Connectivity Analysis in Absence Epilepsy Using Stargazer Mice. IEEE 19th International Conference on BioInformatics and BioEngineering, BIBE 2019 Athens, Greece, October 28 to 30, 2019.

[BibTeX] [PDF]
@inproceedings{zacharakis2019functional,
  title={Functional Network Connectivity Analysis in Absence Epilepsy Using Stargazer Mice},
  author={Zacharakis, Andreas and Kampourakis, Manthos and Mousouros, Orestis and  Palagina, Ganna and Meyer, Jochen and Smirnakis, Stelios Manolis and  Smirnakis, Ioannis and Papadopouli, Maria },
  booktitle={IEEE 19th International Conference on BioInformatics and BioEngineering,  BIBE 2019 Athens, Greece, October 28 to 30},
  year={2019},
  organization={IEEE}
}

● George Tzagkarakis, Ganna Palagina, Ioannis Smirnakis, Stelios Manolis Smirnakis, Maria Papadopouli. Detection of stimuli changes in neural eventograms using the line of synchronization of global recurrence plots. Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.

[BibTeX] [PDF]
@inproceedings{tzagkarakis2019detection,
  title={Detection of stimuli changes in neural eventograms using the line of synchronization of global recurrence plots},
  author={Tzagkarakis, George and Palagina, Ganna and Smirnakis, Ioannis and Smirnakis, Stelios Manolis and Papadopouli, Maria},
  booktitle={Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year={2019},
  organization={IEEE}
}

● Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides. Dictionary learning for spontaneous neural activity modeling. Signal Processing Conference (EUSIPCO), 25th European, pages 1579-1583, 2017.

[BibTeX] [PDF]
@inproceedings{troullinou2017dictionary,
  title={Dictionary learning for spontaneous neural activity modeling},
  author={Troullinou, Eirini and Tsagkatakis, Grigorios and Palagina, Ganna and Papadopouli, Maria and Smirnakis, Stelios Manolis and Tsakalides, Panagiotis},
  booktitle={Signal Processing Conference (EUSIPCO), 25th European},
  year={2017},
  pages={1579--1583},
  organization={IEEE}
}