Suivre
Narayan P. Subramaniyam
Titre
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Année
Characterization of dynamical systems under noise using recurrence networks: Application to simulated and EEG data
NP Subramaniyam, J Hyttinen
Physics Letters A 378 (46), 3464-3474, 2014
402014
Fusionsense: Emotion classification using feature fusion of multimodal data and deep learning in a brain-inspired spiking neural network
C Tan, G Ceballos, N Kasabov, N Puthanmadam Subramaniyam
Sensors 20 (18), 5328, 2020
352020
Dynamics of intracranial electroencephalographic recordings from epilepsy patients using univariate and bivariate recurrence networks
NP Subramaniyam, J Hyttinen
Physical Review E 91 (2), 022927, 2015
242015
Analysis of nonlinear dynamics of healthy and epileptic EEG signals using recurrence based complex network approach
NP Subramaniyam, J Hyttinen
2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 605-608, 2013
182013
Signatures of chaotic and stochastic dynamics uncovered with ϵ-recurrence networks
NP Subramaniyam, JF Donges, J Hyttinen
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015
172015
Causal coupling inference from multivariate time series based on ordinal partition transition networks
NP Subramaniyam, RV Donner, D Caron, G Panuccio, J Hyttinen
Nonlinear Dynamics 105 (1), 555-578, 2021
132021
Non-linear dynamical analysis of resting tremor for demand-driven deep brain stimulation
C Camara, NP Subramaniyam, K Warwick, L Parkkonen, T Aziz, E Pereda
Sensors 19 (11), 2507, 2019
122019
Waveform complexity: A new metric for EEG analysis
D Parameshwaran, NP Subramaniyam, TC Thiagarajan
Journal of neuroscience methods 325, 108313, 2019
112019
Tracking of dynamic functional connectivity from MEG data with Kalman filtering
F Tronarp, NP Subramaniyam, S Särkkä, L Parkkonen
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
82018
Cortical potential imaging using L-curve and GCV method to choose the regularisation parameter
NP Subramaniyam, ORM Väisänen, KE Wendel, JAV Malmivuo
Nonlinear Biomedical Physics 4, 1-11, 2010
82010
Recurrence network analysis of wide band oscillations of local field potentials from the primary motor cortex reveals rich dynamics
NP Subramaniyam, J Hyttinen, NG Hatsopoulos, K Takahashi
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 960-963, 2015
62015
Investigating the measurement capability of densely-distributed subdermal EEG electrodes
NP Subramaniyam, K Wendel, A Joutsen, J Hyttinen
2011 8th International Symposium on Noninvasive Functional Source Imaging of …, 2011
62011
Measuring entropy in the eeg
NP Subramaniyam
Sapien Labs 5, 2018
52018
Expectation–maximization algorithm with a nonlinear Kalman smoother for MEG/EEG connectivity estimation
NP Subramaniyam, F Tronarp, S Särkkä, L Parkkonen
European Medical and Biological Engineering Confernce, 763-766, 2017
42017
Evaluating the electrode measurement sensitivity of subdermal electroencephalography electrodes
MR Mendes, NP Subramaniyam, K Wendel-Mitoraj
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER …, 2015
32015
Source localization based on ictal electroencephalographic recordings
NP Subramaniyam, J Peltola, JMA Tanskanen, K Wendel-Mitoraj, ...
International Symposium on Biomedical Engineering and Medical Physics, 10-12 …, 2013
32013
Electrical fields of the sleep-related slow-wave EEG patterns in anaesthesia
V Jantti, P Kauppinen, O Vaisanen, K Wendel, N Subramaniyam, ...
British Journal of Anaesthesia 108 (2), 343P-344P, 2012
32012
Astrocytes induce desynchronization and reduce predictability in neuron-astrocyte networks cultured on microelectrode arrays
B Genocchi, A Ahtiainen, A Niemi, M Barros, J Tanskanen, K Lenk, ...
Authorea Preprints, 2023
22023
Electroencephalographic signals during anesthesia recorded from surface and depth electrodes
V Jäntti, T Ylinen, NP Subramaniyam, K Kamata, A Yli-Hankala, ...
International Journal of Radiation Biology 94 (10), 934-943, 2018
22018
Recurrence network analysis of EEG signals: A Geometric Approach
NP Subramaniyam
Tampere University of Technology, 2016
22016
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