Works in Frontiers in Neuroinformatics, 2023, Vol 17

Results: 26

Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1060511

By:

Ricciardi, Antonio;
Grussu, Francesco;
Kanber, Baris;
Prados, Ferran;
Yiannakas, Marios C.;
Solanky, Bhavana S.;
Riemer, Frank;
Golay, Xavier;
Brownlee, Wallace;
Ciccarelli, Olga;
Alexander, Daniel C.;
Gandini Wheeler-Kingshott, Claudia A. M.

Publication type:

Article

The role of wrist-worn technology in the management of Parkinson’s disease in daily life: A narrative review.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1135300

By:

Peng Li;
van Wezel, Richard;
Fei He;
Yifan Zhao;
Ying Wang

Publication type:

Article

QuNex--An integrative platform for reproducible neuroimaging analytics.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1104508

By:

Ji, Jie Lisa;
Demšar, Jure;
Fonteneau, Clara;
Tamayo, Zailyn;
Lining Pan;
Kraljič, Aleksij;
Matkovič, Andraž;
Nina Purg;
Helmer, Markus;
Warrington, Shaun;
Winkler, Anderson;
Zerbi, Valerio;
Coalson, Timothy S.;
Glasser, Matthew F.;
Harms, Michael P.;
Sotiropoulos, Stamatios N.;
Murray, John D.;
Anticevic, Alan;
Repovš, Grega

Publication type:

Article

Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1157418

By:

Aimone, James B.;
Awile, Omar;
Diesmann, Markus;
Knight, James C.;
Nowotny, Thomas;
Schürmann, Felix

Publication type:

Article

Targeted neuroplasticity in spatiotemporally patterned invasive neuromodulation therapies for improving clinical outcomes.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1150157

By:

Asp, Anders J.;
Chintaluru, Yaswanth;
Hillan, Sydney;
Luis Lujan, J.

Publication type:

Article

Non-stationary neural signal to image conversion framework for image-based deep learning algorithms.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1081160

By:

Patel, Sahaj Anilbhai;
Yildirim, Abidin

Publication type:

Article

Corrigendum: Functional MRI study of feedback-based reinforcement learning in depression.

Published in:: Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1175847
Publication type:: Article

BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1125844

By:

Hopkins, Michael;
Fil, Jakub;
Jones, Edward George;
Furber, Steve

Publication type:

Article

Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1122470

By:

Chlasta, Karol;
Sochaczewski, Paweł;
Wójcik, Grzegorz M.;
Krejtz, Izabela

Publication type:

Article

An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1126783

By:

Xiuzhi Zhao;
Lei Liu;
Heidari, Ali Asghar;
Yi Chen;
Jun Ma, Benedict;
Huiling Chen;
Shichao Quan

Publication type:

Article

Novel methods for elucidating modality importance in multimodal electrophysiology classifiers.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1123376

By:

Ellis, Charles A.;
Sendi, Mohammad S. E.;
Rongen Zhang;
Carbajal, Darwin A.;
Wang, May D.;
Miller, Robyn L.;
Calhoun, Vince D.

Publication type:

Article

A neuroscientist's guide to using murine brain atlases for efficient analysis and transparent reporting.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1154080

By:

Kleven, Heidi;
Reiten, Ingrid;
Blixhavn, Camilla H.;
Schlegel, Ulrike;
Øvsthus, Martin;
Papp, Eszter A.;
Puchades, Maja A.;
Bjaalie, Jan G.;
Leergaard, Trygve B.;
Bjerke, Ingvild E.

Publication type:

Article

CoBeL-RL: A neuroscience-oriented simulation framework for complex behavior and learning.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1134405

By:

Diekmann, Nicolas;
Vijayabaskaran, Sandhiya;
Xiangshuai Zeng;
Kappel, David;
Menezes, Matheus Chaves;
Sen Cheng

Publication type:

Article

Neural network-derived perfusion maps: A model-free approach to computed tomography perfusion in patients with acute ischemic stroke.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.852105

By:

Gava, Umberto A.;
D'Agata, Federico;
Tartaglione, Enzo;
Renzulli, Riccardo;
Grangetto, Marco;
Bertolino, Francesca;
Santonocito, Ambra;
Bennink, Edwin;
Vaudano, Giacomo;
Boghi, Andrea;
Bergui, Mauro

Publication type:

Article

Maximum likelihood-based estimation of diffusion coefficient is quick and reliable method for analyzing estradiol actions on surface receptor movements.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1005936

By:

Makkai, Geza;
Abraham, Istvan M.;
Barabas, Klaudia;
Godo, Soma;
Ernszt, David;
Kovacs, Tamas;
Kovacs, Gergely;
Szocs, Szilard;
Janosi, Tibor Z.

Publication type:

Article

An accessible and versatile deep learning-based sleep stage classifier.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1086634

By:

Hanna, Jevri;
Flöel, Agnes

Publication type:

Article

Editorial: Machine learning methods for human brain imaging.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1154835

By:

Vural, Fatos Tunay Yarman;
Newman, Sharlene D.;
Çukur, Tolga;
Ertugrul, Itır Önal

Publication type:

Article

A systematic comparison of deep learning methods for EEG time series analysis.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1067095

By:

Walther, Dominik;
Viehweg, Johannes;
Haueisen, Jens;
Mäder, Patrick

Publication type:

Article

Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study.

Published in:: Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1161475
Publication type:: Article

NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1092967

By:

Moreno-Rodríguez, José Luis;
Larrañaga, Pedro;
Bielza, Concha

Publication type:

Article

A study on the clusterability of latent representations in image pipelines.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1074653

By:

Wheeldon, Adrian;
Serb, Alexander

Publication type:

Article

Improving the brain image resolution of generalized q-sampling MRI revealed by a three-dimensional CNN-based method.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.956600

By:

Chun-Yuan Shin;
Yi-Ping Chao;
Li-Wei Kuo;
Yi-Peng Eve Chang;
Jun-Cheng Weng

Publication type:

Article

Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait disturbances associated with Alzheimer's disease.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.1101112

By:

Bogachev, Mikhail;
Sinitca, Aleksandr;
Grigarevichius, Konstantin;
Pyko, Nikita;
Lyanova, Asya;
Tsygankova, Margarita;
Davletshin, Eldar;
Petrov, Konstantin;
Ageeva, Tatyana;
Pyko, Svetlana;
Kaplun, Dmitrii;
Kayumov, Airat;
Mukhamedshina, Yana

Publication type:

Article

A parameter-optimization framework for neural decoding systems.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2023.938689

By:

Jing Xie;
Rong Chen;
Bhattacharyya, Shuvra S.

Publication type:

Article

Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 1, doi. 10.3389/fninf.2022.1055241

By:

Mingjing Wang;
Long Chen;
Ali Asghar Heidari;
Huiling Chen

Publication type:

Article

An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms.

Published in:

Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1096053

By:

Ruyi Dong;
Junjie Du;
Yanan Liu;
Heidari, Ali Asghar;
Huiling Chen

Publication type:

Article