Eugen-Richard Ardelean

16 papers B 11Journal 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Study of Deep Clustering in Spike Sorting.
Neuroinformatics
Eugen-Richard Ardelean, Raluca-Laura Portase
2025 J jnl
A Study of Deep Learning Models for Audio Classification of Infant Crying in a Baby Monitoring System.
Informatics
Denisa Maria Herlea, Bogdan Iancu, Eugen-Richard Ardelean
2025 J jnl
A Study of Non-Linear Manifold Feature Extraction in Spike Sorting.
Neuroinformatics
Eugen-Richard Ardelean, Raluca Portase
2025 B conf
A comparative analysis of spectral transforms as feature extraction methods for spike sorting.
ICCP
Razvan-Dan Terec, Eugen-Richard Ardelean, Raul Cristian Muresan, Vasile Vlad Moca, Mihaela Dînsoreanu
2025 J jnl
A path-based distance computation for non-convexity with applications in clustering.
Knowl. Inf. Syst.
Eugen-Richard Ardelean, Raluca-Laura Portase, Rodica Potolea, Mihaela Dînsoreanu
2025 B conf
An approach to using Self-Supervised Learning for Spike Sorting.
ICCP
Andrei-George Iclodean, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2025 B conf
Decoding brain states from EEG using Transformer architectures.
ICCP
Sabina Volcov, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2024 B conf
Drop Ripple Counter: An Innovative Clustering Approach.
ICCP
Eugen-Richard Ardelean, Mihaela Dînsoreanu
2023 B conf
Burst detection in neuronal activity.
ICCP
Adriana-Ioana Ardelean, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2023 B conf
Exploiting the Self-Organizing Map for Spike Sorting.
ICCP
Eugen-Richard Ardelean, George Florin Grosu, Romulus Terebes, Mihaela Dînsoreanu
2023 J jnl
Improved space breakdown method - A robust clustering technique for spike sorting.
Frontiers Comput. Neurosci.
Eugen-Richard Ardelean, Ana-Maria Ichim, Mihaela Dînsoreanu, Raul Cristian Muresan
2023 B conf
Spike sorting using Superlets: Identifying feature importance through perturbation.
ICCP
Eugen-Richard Ardelean, Razvan-Dan Terec, Codruta-Maria Maries, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2023 B conf
Symbolic Analysis Based Pipeline for EEG Data.
ICCP
Oana Miruna Moisa, Ileana Pop, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2022 B conf
Local Field Potential Microstate Analysis.
ICCP
Andreea Salagean, Andreea-Madalina Pasc, Eugen-Richard Ardelean, Raul Cristian Muresan, Vasile V. Moca, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
2022 B conf
Spike sorting using Superlets: Evaluation of a novel feature space for the discrimination of neuronal spikes.
ICCP
Denisa Bianca Muresan, Raluca-Dana Ciure, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu
2019 B conf
Space Breakdown Method A new approach for density-based clustering.
ICCP
Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca