Works matching IS 21984018 AND DT 2022 AND VI 9 AND IP 1

Results: 24

Error-related brain state analysis using electroencephalography in conjunction with functional near-infrared spectroscopy during a complex surgical motor task.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00179-z

By:

Walia, Pushpinder;
Fu, Yaoyu;
Norfleet, Jack;
Schwaitzberg, Steven D.;
Intes, Xavier;
De, Suvranu;
Cavuoto, Lora;
Dutta, Anirban

Publication type:

Article

Hemodynamic functional connectivity optimization of frequency EEG microstates enables attention LSTM framework to classify distinct temporal cortical communications of different cognitive tasks.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00173-5

By:

Agrawal, Swati;
Chinnadurai, Vijayakumar;
Sharma, Rinku

Publication type:

Article

A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00165-5

By:

Lombardi, Angela;
Diacono, Domenico;
Amoroso, Nicola;
Biecek, Przemysław;
Monaco, Alfonso;
Bellantuono, Loredana;
Pantaleo, Ester;
Logroscino, Giancarlo;
De Blasi, Roberto;
Tangaro, Sabina;
Bellotti, Roberto

Publication type:

Article

Assisted neuroscience knowledge extraction via machine learning applied to neural reconstruction metadata on NeuroMorpho.Org.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00174-4

By:

Bijari, Kayvan;
Zoubi, Yasmeen;
Ascoli, Giorgio A.

Publication type:

Article

Age-dependent vestibular cingulate–cerebral network underlying gravitational perception: a cross-sectional multimodal study.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00176-2

By:

Plute, Tritan J.;
Spencer, Dennis D.;
Alkawadri, Rafeed

Publication type:

Article

Inferring the temporal evolution of synaptic weights from dynamic functional connectivity.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00178-0

By:

Celotto, Marco;
Lemke, Stefan;
Panzeri, Stefano

Publication type:

Article

A systematic review of the prediction of consumer preference using EEG measures and machine-learning in neuromarketing research.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00175-3

By:

Byrne, Adam;
Bonfiglio, Emma;
Rigby, Colin;
Edelstyn, Nicky

Publication type:

Article

Machine learning methods for the study of cybersickness: a systematic review.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00172-6

By:

Yang, Alexander Hui Xiang;
Kasabov, Nikola;
Cakmak, Yusuf Ozgur

Publication type:

Article

Early detection of Alzheimer’s disease using neuropsychological tests: a predict–diagnose approach using neural networks.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00169-1

By:

Mukherji, Devarshi;
Mukherji, Manibrata;
Mukherji, Nivedita

Publication type:

Article

<sup>R</sup>NeuMark: A Riemannian EEG Analysis Framework for Neuromarketing.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00171-7

By:

Georgiadis, Kostas;
Kalaganis, Fotis P.;
Oikonomou, Vangelis P.;
Nikolopoulos, Spiros;
Laskaris, Nikos A.;
Kompatsiaris, Ioannis

Publication type:

Article

Epilepsy seizure prediction with few-shot learning method.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00170-8

By:

Nazari, Jamal;
Motie Nasrabadi, Ali;
Menhaj, Mohammad Bagher;
Raiesdana, Somayeh

Publication type:

Article

A multi-expert ensemble system for predicting Alzheimer transition using clinical features.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00168-2

By:

Merone, Mario;
D’Addario, Sebastian Luca;
Mirino, Pierandrea;
Bertino, Francesca;
Guariglia, Cecilia;
Ventura, Rossella;
Capirchio, Adriano;
Baldassarre, Gianluca;
Silvetti, Massimo;
Caligiore, Daniele

Publication type:

Article

ABOT: an open-source online benchmarking tool for machine learning-based artefact detection and removal methods from neuronal signals.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00167-3

By:

Fabietti, Marcos;
Mahmud, Mufti;
Lotfi, Ahmad;
Kaiser, M. Shamim

Publication type:

Article

SmaRT2P: a software for generating and processing smart line recording trajectories for population two-photon calcium imaging.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00166-4

By:

Moroni, Monica;
Brondi, Marco;
Fellin, Tommaso;
Panzeri, Stefano

Publication type:

Article

Machine learning-based ABA treatment recommendation and personalization for autism spectrum disorder: an exploratory study.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00164-6

By:

Kohli, Manu;
Kar, Arpan Kumar;
Bangalore, Anjali;
AP, Prathosh

Publication type:

Article

Classifying oscillatory brain activity associated with Indian Rasas using network metrics.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00163-7

By:

Pandey, Pankaj;
Tripathi, Richa;
Miyapuram, Krishna Prasad

Publication type:

Article

Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00162-8

By:

Menon, Alisha;
Natarajan, Anirudh;
Agashe, Reva;
Sun, Daniel;
Aristio, Melvin;
Liew, Harrison;
Shao, Yakun Sophia;
Rabaey, Jan M.

Publication type:

Article

Stroke recovery phenotyping through network trajectory approaches and graph neural networks.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00160-w

By:

Krishnagopal, Sanjukta;
Lohse, Keith;
Braun, Robynne

Publication type:

Article

Seizure classification with selected frequency bands and EEG montages: a Natural Language Processing approach.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00159-3

By:

Wang, Ziwei;
Mengoni, Paolo

Publication type:

Article

Smart imaging to empower brain-wide neuroscience at single-cell levels.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00158-4

By:

Guo, Shuxia;
Xue, Jie;
Liu, Jian;
Ye, Xiangqiao;
Guo, Yichen;
Liu, Di;
Zhao, Xuan;
Xiong, Feng;
Han, Xiaofeng;
Peng, Hanchuan

Publication type:

Article

Individual differences in skill acquisition and transfer assessed by dual task training performance and brain activity.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00157-5

By:

Reddy, Pratusha;
Shewokis, Patricia A.;
Izzetoglu, Kurtulus

Publication type:

Article

Hierarchical intrinsically motivated agent planning behavior with dreaming in grid environments.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00156-6

By:

Dzhivelikian, Evgenii;
Latyshev, Artem;
Kuderov, Petr;
Panov, Aleksandr I.

Publication type:

Article

A dynamic directed transfer function for brain functional network-based feature extraction.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-022-00154-8

By:

Li, Mingai;
Zhang, Na

Publication type:

Article

Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning.

Published in:

Brain Informatics, 2022, v. 9, n. 1, p. 1, doi. 10.1186/s40708-021-00149-x

By:

Fabietti, Marcos;
Mahmud, Mufti;
Lotfi, Ahmad

Publication type:

Article