Works in Frontiers in Neuroinformatics, 2018

Results: 83

A Cell Atlas for the Mouse Brain.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00084

By:

Erö, Csaba;
Gewaltig, Marc-Oliver;
Keller, Daniel;
Markram, Henry

Publication type:

Article

Xolotl: An Intuitive and Approachable Neuron and Network Simulator for Research and Teaching.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00087

By:

Gorur-Shandilya, Srinivas;
Hoyland, Alec;
Marder, Eve

Publication type:

Article

Rigorous Neural Network Simulations: A Model Substantiation Methodology for Increasing the Correctness of Simulation Results in the Absence of Experimental Validation Data.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00081

By:

Trensch, Guido;
Gutzen, Robin;
Blundell, Inga;
Denker, Michael;
Morrison, Abigail

Publication type:

Article

Deep Synthesis of Realistic Medical Images: A Novel Tool in Clinical Research and Training.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00082

By:

Bart, Evgeniy;
Hegdé, Jay

Publication type:

Article

A Novel, Fast, Reliable, and Data-Driven Method for Simultaneous Single-Trial Mining and Amplitude—Latency Estimation Based on Proximity Graphs and Network Analysis.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00059

By:

Dimitriadis, Stavros I.;
Brindley, Lisa;
Evans, Lisa H.;
Linden, David E.;
Singh, Krish D.

Publication type:

Article

Recurrent Spiking Neural Network Learning Based on a Competitive Maximization of Neuronal Activity.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00079

By:

Demin, Vyacheslav;
Nekhaev, Dmitry

Publication type:

Article

The Temple University Hospital Seizure Detection Corpus.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00083

By:

Shah, Vinit;
von Weltin, Eva;
Lopez, Silvia;
McHugh, James Riley;
Veloso, Lillian;
Golmohammadi, Meysam;
Obeid, Iyad;
Picone, Joseph

Publication type:

Article

Web-Based Interfaces for Virtual C. elegans Neuron Model Definition, Network Configuration, Behavioral Experiment Definition and Experiment Results Visualization.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00080

By:

Epelde, Gorka;
Morgan, Fearghal;
Mujika, Andoni;
Callaly, Frank;
Leškovský, Peter;
McGinley, Brian;
Álvarez, Roberto;
Blau, Axel;
Krewer, Finn

Publication type:

Article

VIOLA—A Multi-Purpose and Web-Based Visualization Tool for Neuronal-Network Simulation Output.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00075

By:

Senk, Johanna;
Carde, Corto;
Hagen, Espen;
Kuhlen, Torsten W.;
Diesmann, Markus;
Weyers, Benjamin

Publication type:

Article

The CAMH Neuroinformatics Platform: A Hospital-Focused Brain-CODE Implementation.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00077

By:

Rotenberg, David J.;
Chang, Qing;
Potapova, Natalia;
Wang, Andy;
Hon, Marcia;
Sanches, Marcos;
Bogetic, Nikola;
Frias, Nathan;
Liu, Tommy;
Behan, Brendan;
El-Badrawi, Rachad;
Strother, Stephen C.;
Evans, Susan G.;
Mikkelsen, Jordan;
Gee, Tom;
Dong, Fan;
Arnott, Stephen R.;
Laing, Shuai;
Dharsee, Moyez;
Vaccarino, Anthony L.

Publication type:

Article

Most Popular Signal Processing Methods in Motor-Imagery BCI: A Review and Meta-Analysis.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00078

By:

Wierzgała, Piotr;
Zapała, Dariusz;
Wojcik, Grzegorz M.;
Masiak, Jolanta

Publication type:

Article

Code Generation in Computational Neuroscience: A Review of Tools and Techniques.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00068

By:

Blundell, Inga;
Brette, Romain;
Cleland, Thomas A.;
Close, Thomas G.;
Coca, Daniel;
Davison, Andrew P.;
Diaz-Pier, Sandra;
Fernandez Musoles, Carlos;
Gleeson, Padraig;
Goodman, Dan F. M.;
Hines, Michael;
Hopkins, Michael W.;
Kumbhar, Pramod;
Lester, David R.;
Marin, Bóris;
Morrison, Abigail;
Müller, Eric;
Nowotny, Thomas;
Peyser, Alexander;
Plotnikov, Dimitri

Publication type:

Article

Neural Reconstruction Integrity: A Metric for Assessing the Connectivity Accuracy of Reconstructed Neural Networks.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00074

By:

Reilly, Elizabeth P.;
Garretson, Jeffrey S.;
Gray Roncal, William R.;
Kleissas, Dean M.;
Wester, Brock A.;
Chevillet, Mark A.;
Roos, Matthew J.

Publication type:

Article

Data Driven Classification Using fMRI Network Measures: Application to Schizophrenia.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00071

By:

Moghimi, Pantea;
Lim, Kelvin O.;
Netoff, Theoden I.

Publication type:

Article

Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00076

By:

Ruiz-Gómez, Saúl J.;
Gómez, Carlos;
Poza, Jesús;
Martínez-Zarzuela, Mario;
Tola-Arribas, Miguel A.;
Cano, Mónica;
Hornero, Roberto

Publication type:

Article

Mapping the Human Brain in Frequency Band Analysis of Brain Cortex Electroencephalographic Activity for Selected Psychiatric Disorders.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00073

By:

Wojcik, Grzegorz M.;
Masiak, Jolanta;
Kawiak, Andrzej;
Kwasniewicz, Lukasz;
Schneider, Piotr;
Polak, Nikodem;
Gajos-Balinska, Anna

Publication type:

Article

Integrating Semi-supervised and Supervised Learning Methods for Label Fusion in Multi-Atlas Based Image Segmentation.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00069

By:

Zheng, Qiang;
Wu, Yihong;
Fan, Yong

Publication type:

Article

Challenges and Future Perspectives on Electroencephalogram-Based Biometrics in Person Recognition.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00066

By:

Chan, Hui-Ling;
Kuo, Po-Chih;
Cheng, Chia-Yi;
Chen, Yong-Sheng

Publication type:

Article

Automatically Selecting a Suitable Integration Scheme for Systems of Differential Equations in Neuron Models.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00050

By:

Blundell, Inga;
Plotnikov, Dimitri;
Eppler, Jochen M.;
Morrison, Abigail

Publication type:

Article

Detecting Multiple Change Points Using Adaptive Regression Splines With Application to Neural Recordings.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00067

By:

Toutounji, Hazem;
Durstewitz, Daniel

Publication type:

Article

Analysis of Alzheimer’s Disease Based on the Random Neural Network Cluster in fMRI.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00060

By:

Bi, Xia-an;
Jiang, Qin;
Sun, Qi;
Shu, Qing;
Liu, Yingchao

Publication type:

Article

Decoding Steady-State Visual Evoked Potentials From Electrocorticography.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00065

By:

Wittevrongel, Benjamin;
Khachatryan, Elvira;
Fahimi Hnazaee, Mansoureh;
Camarrone, Flavio;
Carrette, Evelien;
De Taeye, Leen;
Meurs, Alfred;
Boon, Paul;
Van Roost, Dirk;
Van Hulle, Marc M.

Publication type:

Article

APPIAN: Automated Pipeline for PET Image Analysis.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00064

By:

Funck, Thomas;
Larcher, Kevin;
Toussaint, Paule-Joanne;
Evans, Alan C.;
Thiel, Alexander

Publication type:

Article

Pipeline for Analyzing Lesions After Stroke (PALS).

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00063

By:

Ito, Kaori L.;
Kumar, Amit;
Zavaliangos-Petropulu, Artemis;
Cramer, Steven C.;
Liew, Sook-Lei

Publication type:

Article

Accurate Reconstruction of Image Stimuli From Human Functional Magnetic Resonance Imaging Based on the Decoding Model With Capsule Network Architecture.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00062

By:

Qiao, Kai;
Zhang, Chi;
Wang, Linyuan;
Chen, Jian;
Zeng, Lei;
Tong, Li;
Yan, Bin

Publication type:

Article

Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in x - q Space.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00057

By:

Chen, Geng;
Dong, Bin;
Zhang, Yong;
Lin, Weili;
Shen, Dinggang;
Yap, Pew-Thian

Publication type:

Article

A Segmentation Scheme for Complex Neuronal Arbors and Application to Vibration Sensitive Neurons in the Honeybee Brain.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00061

By:

Ikeno, Hidetoshi;
Kumaraswamy, Ajayrama;
Kai, Kazuki;
Wachtler, Thomas;
Ai, Hiroyuki

Publication type:

Article

Learning Brain Connectivity Sub-networks by Group- Constrained Sparse Inverse Covariance Estimation for Alzheimer's Disease Classification.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00058

By:

Li, Yang;
Liu, Jingyu;
Huang, Jie;
Li, Zuoyong;
Liang, Peipeng

Publication type:

Article

BRANT: A Versatile and Extendable Resting-State fMRI Toolkit.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00052

By:

Xu, Kaibin;
Liu, Yong;
Zhan, Yafeng;
Ren, Jiaji;
Jiang, Tianzi

Publication type:

Article

Intra- and Inter-Scanner Reliability of Voxel-Wise Whole-Brain Analytic Metrics for Resting State fMRI.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00054

By:

Zhao, Na;
Yuan, Li-Xia;
Jia, Xi-Ze;
Zhou, Xu-Feng;
Deng, Xin-Ping;
He, Hong-Jian;
Zhong, Jianhui;
Wang, Jue;
Zang, Yu-Feng

Publication type:

Article

Neuroscience Information Toolbox: An Open Source Toolbox for EEG–fMRI Multimodal Fusion Analysis.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00056

By:

Dong, Li;
Luo, Cheng;
Liu, Xiaobo;
Jiang, Sisi;
Li, Fali;
Feng, Hongshuo;
Li, Jianfu;
Gong, Diankun;
Yao, Dezhong

Publication type:

Article

IntrAnat Electrodes: A Free Database and Visualization Software for Intracranial Electroencephalographic Data Processed for Case and Group Studies.

Published in:

2018

By:

Deman, Pierre;
Bhattacharjee, Manik;
Tadel, François;
Job, Anne-Sophie;
Rivière, Denis;
Cointepas, Yann;
Kahane, Philippe;
David, Olivier

Publication type:

Case Study

Corrigendum: Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.

Published in:

2018

By:

Jordan, Jakob;
Ippen, Tammo;
Helias, Moritz;
Kitayama, Itaru;
Sato, Mitsuhisa;
Igarashi, Jun;
Diesmann, Markus;
Kunkel, Susanne

Publication type:

Correction Notice

Challenges in Reproducibility, Replicability, and Comparability of Computational Models and Tools for Neuronal and Glial Networks, Cells, and Subcellular Structures.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00020

By:

Manninen, Tiina;
Aćimović, Jugoslava;
Havela, Riikka;
Teppola, Heidi;
Linne, Marja-Leena

Publication type:

Article

Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00055

By:

Gazula, Harshvardhan;
Baker, Bradley T.;
Damaraju, Eswar;
Plis, Sergey M.;
Panta, Sandeep R.;
Silva, Rogers F.;
Calhoun, Vince D.

Publication type:

Article

Sparse Ordinal Logistic Regression and Its Application to Brain Decoding.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00051

By:

Satake, Emi;
Majima, Kei;
Aoki, Shuntaro C.;
Kamitani, Yukiyasu

Publication type:

Article

Uncertainpy: A Python Toolbox for Uncertainty Quantification and Sensitivity Analysis in Computational Neuroscience.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00049

By:

Tennøe, Simen;
Halnes, Geir;
Einevoll, Gaute T.

Publication type:

Article

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00053

By:

Castillo-Barnes, Diego;
Ramírez, Javier;
Segovia, Fermín;
Martínez-Murcia, Francisco J.;
Salas-Gonzalez, Diego;
Górriz, Juan M.

Publication type:

Article

Spatiotemporal Analysis of Developing Brain Networks.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00048

By:

He, Ping;
Xu, Xiaohua;
Zhang, Han;
Li, Gang;
Nie, Jingxin;
Yap, Pew-Thian;
Shen, Dinggang

Publication type:

Article

Parameter Optimization Using Covariance Matrix Adaptation—Evolutionary Strategy (CMA-ES), an Approach to Investigate Differences in Channel Properties Between Neuron Subtypes.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00047

By:

Jȩdrzejewski-Szmek, Zbigniew;
Abrahao, Karina P.;
Jȩdrzejewska-Szmek, Joanna;
Lovinger, David M.;
Blackwell, Kim T.

Publication type:

Article

Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models.

Published in:

Frontiers in Neuroinformatics, 2018, p. 1, doi. 10.3389/fninf.2018.00046

By:

Pauli, Robin;
Weidel, Philipp;
Kunkel, Susanne;
Morrison, Abigail

Publication type:

Article

Exoskeleton-Robot Assisted Therapy in Stroke Patients: A Lesion Mapping Study.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00044

By:

Cerasa, Antonio;
Pignolo, Loris;
Gramigna, Vera;
Serra, Sebastiano;
Olivadese, Giuseppe;
Rocca, Federico;
Perrotta, Paolo;
Dolce, Giuliano;
Quattrone, Aldo;
Tonin, Paolo

Publication type:

Article

EPINETLAB: A Software for Seizure-Onset Zone Identification From Intracranial EEG Signal in Epilepsy.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00045

By:

Quitadamo, Lucia R.;
Foley, Elaine;
Mai, Roberto;
de Palma, Luca;
Specchio, Nicola;
Seri, Stefano

Publication type:

Article

Multi-Template Mesiotemporal Lobe Segmentation: Effects of Surface and Volume Feature Modeling.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00039

By:

Kim, Hosung;
Caldairou, Benoit;
Bernasconi, Andrea;
Bernasconi, Neda

Publication type:

Article

Adaptive, Multisensorial, Physiological and Social: The Next Generation of Telerehabilitation Systems.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00043

By:

Navarro, Elena;
González, Pascual;
López-Jaquero, Víctor;
Montero, Francisco;
Molina, José P.;
Romero-Ayuso, Dulce

Publication type:

Article

Using NEURON for Reaction-Diffusion Modeling of Extracellular Dynamics.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00041

By:

Newton, Adam J. H.;
McDougal, Robert A.;
Hines, Michael L.;
Lytton, William W.

Publication type:

Article

Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00042

By:

Seong, Si-Baek;
Pae, Chongwon;
Park, Hae-Jeong

Publication type:

Article

FindSim: A Framework for Integrating Neuronal Data and Signaling Models.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00038

By:

Viswan, Nisha A.;
HarshaRani, Gubbi Vani;
Stefan, Melanie I.;
Bhalla, Upinder S.

Publication type:

Article

Classification of Alzheimer’s Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00035

By:

Liu, Manhua;
Cheng, Danni;
Yan, Weiwu;
Alzheimer’s Disease Neuroimaging Initiative

Publication type:

Article

Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction.

Published in:

Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00036

By:

Pfohl, Stephen R.;
Kim, Renaid B.;
Coan, Grant S.;
Mitchell, Cassie S.

Publication type:

Article