2 code implementations • 20 May 2021 • Konstantinos Bountrogiannis, George Tzagkarakis, Panagiotis Tsakalides
The second method, oriented for high-level mining tasks, employs the Mean-Shift clustering method and is shown to enhance anomaly detection in the lower-dimensional space.
no code implementations • 22 Nov 2019 • Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi
In this work we establish the first, automated cell-type classification method that relies on neuronal activity rather than molecular or cellular features.
no code implementations • 5 Nov 2019 • Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides
The field of neuroscience is experiencing rapid growth in the complexity and quantity of the recorded neural activity allowing us unprecedented access to its dynamics in different brain areas.
no code implementations • 26 Sep 2018 • Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo
Moreover, transmission also introduces delays and other distortion types which affect the perceived quality.