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Frontiers in Neuroinformatics, Volume 15
Volume 15, 2021
- Natallia Kokash
, Bernard de Bono:
Knowledge Representation for Multi-Scale Physiology Route Modeling. 560050 - Alba Gomez-Valadés, Rafael Martínez-Tomás
Integrative Base Ontology for the Research Analysis of Alzheimer's Disease-Related Mild Cognitive Impairment. 561691 - Sunao Yotsutsuji, MiaoMei Lei, Hiroyuki Akama:
Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset. 577451 - Laetitia Jeancolas, Dijana Petrovska-Delacrétaz
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech. 578369 - Bojan Mihaljevic, Pedro Larrañaga
Comparing the Electrophysiology and Morphology of Human and Mouse Layer 2/3 Pyramidal Neurons With Bayesian Networks. 580873 - Supat Saetia
Constructing Brain Connectivity Model Using Causal Network Reconstruction Approach. 619557 - Pedro Pozo-Jimenez, Javier Lucas-Romero
Discovering Effective Connectivity in Neural Circuits: Analysis Based on Machine Learning Methodology. 561012 - Anita Pacholik-Zuromska
Self-Regulation in the Time of Lockdown. 567920 - Leon Stefanovski
Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain. 630172 - Sander Lamballais, Ryan L. Muetzel:
QDECR: A Flexible, Extensible Vertex-Wise Analysis Framework in R. 561689 - Elzbieta Olejarczyk
Statistical Analysis of Graph-Theoretic Indices to Study EEG-TMS Connectivity in Patients With Depression. 651082 - James C. Knight
PyGeNN: A Python Library for GPU-Enhanced Neural Networks. 659005 - Laurent Sparrow, Hugo Six, Lauren Varona, Olivier Janin:
Validation of Affect-tag Affective and Cognitive Indicators. 535542 - Foroogh Razavi
A Probabilistic Atlas of the Pineal Gland in the Standard Space. 554229 - Jesús Leonardo López-Hernández, Israel González-Carrasco
Framework for the Classification of Emotions in People With Visual Disabilities Through Brain Signals. 642766 - Ruben A. Tikidji-Hamburyan, Matthew Colonnese:
Polynomial, piecewise-Linear, Step (PLS): A Simple, Scalable, and Efficient Framework for Modeling Neurons. 642933 - Omneya Attallah
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes. 663592 - Milagros Marín
On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell. 663797 - Jonathan D. Reed, Kim T. Blackwell
Prediction of Neural Diameter From Morphology to Enable Accurate Simulation. 666695 - Michel Dojat
Editorial: APPNING: Animal Population Imaging. 676603 - Mickael Zbili, Sylvain Rama:
A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience. 596443 - Hossein Mohammadian Foroushani, Rajat Dhar, Yasheng Chen, Jenny Gurney, Ali Hamzehloo, Jin-Moo Lee, Daniel S. Marcus:
The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research. 597708 - Jonas Stapmanns
Event-Based Update of Synapses in Voltage-Based Learning Rules. 609147 - James Paul Turner
Arpra: An Arbitrary Precision Range Analysis Library. 632729 - Md Shale Ahammed, Sijie Niu, Md Rishad Ahmed, Jiwen Dong, Xizhan Gao, Yuehui Chen:
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network. 635657 - Fabian Schadt, Ina Israel, Samuel Samnick:
Development and Validation of a Semi-Automated, Preclinical, MRI-Template Based PET Image Data Analysis Tool for Rodents. 639643 - Philippe Boutinaud, Ami Tsuchida
3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network. 641600 - Sándor Csaba Aranyi
Characterizing Network Search Algorithms Developed for Dynamic Causal Modeling. 656486 - Tinashe M. Tapera, Matthew Cieslak, Max Bertolero, Azeez Adebimpe, Geoffrey Karl Aguirre, Ellyn R. Butler
FlywheelTools: Data Curation and Manipulation on the Flywheel Platform. 678403 - Hugh Osborne
MIIND : A Model-Agnostic Simulator of Neural Populations. 614881 - Chunshuai Wu
Bioinformatic Analysis of the Proteome in Exosomes Derived From Plasma: Exosomes Involved in Cholesterol Metabolism Process of Patients With Spinal Cord Injury in the Acute Phase. 662967 - Mona Omidyeganeh, Najmeh Khalili-Mahani, Patrick Bermudez
A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines. 665560 - Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato:
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case. 667008 - Yang Zhao
NIRS-ICA: A MATLAB Toolbox for Independent Component Analysis Applied in fNIRS Studies. 683735 - Jan Krepl, Francesco Casalegno, Emilie Delattre, Csaba Erö, Huanxiang Lu, Daniel Keller
Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas. 691918 - Xin Chen, Yuanjie Zheng, Changxu Dong, Sutao Song
Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network. 605729 - Jafar Tavoosi, Chunwei Zhang
Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network. 667375 - Chi Zhang, Xiaohan Duan, Lin-Yuan Wang, Yong-Li Li, Bin Yan, Guoen Hu, Ru-Yuan Zhang, Li Tong:
Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain. 677925 - Alexandre Routier
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies. 689675 - Avinash Kumar Singh
Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data. 699840 - Thomas L. Athey
Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry. 704627 - Charly G. Lecomte, Johannie Audet, Jonathan Harnie, Alain Frigon:
A Validation of Supervised Deep Learning for Gait Analysis in the Cat. 712623 - Luca Leonardo Bologna
The EBRAINS NeuroFeatureExtract: An Online Resource for the Extraction of Neural Activity Features From Electrophysiological Data. 713899 - Xi Xu, Zefeng Tan
Comparative Study of Multi-Delay Pseudo-Continuous Arterial Spin Labeling Perfusion MRI and CT Perfusion in Ischemic Stroke Disease. 719719 - Isaac Goicovich, Paulo Olivares, Claudio Román
Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism. 727859 - Seonghun Park
Estimation of Emotional Arousal Changes of a Group of Individuals During Movie Screening Using Steady-State Visual-Evoked Potential. 731236 - Lukas Muttenthaler, Martin N. Hebart
THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks. 679838 - Florian Porrmann
Acceleration of the SPADE Method Using a Custom-Tailored FP-Growth Implementation. 723406 - Qian Luo, Weixiang Liu, Lili Jin, Chunqi Chang
Classification of Obsessive-Compulsive Disorder Using Distance Correlation on Resting-State Functional MRI Images. 676491 - Damian Borys
Non-parametric MRI Brain Atlas for the Polish Population. 684759 - Marius N. Vieth, Tristan M. Stöber
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks. 715131 - Hodam Kim
Influence of the Number of Channels and Classification Algorithm on the Performance Robustness to Electrode Shift in Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces. 750839 - Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. 622951 - Naoki Okamoto, Hiroyuki Akama
Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling. 709179 - Giulia Varotto
Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy. 715421 - Gurgen Soghoyan
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography. 720229 - Ruslan Masharipov, Irina Knyazeva
Providing Evidence for the Null Hypothesis in Functional Magnetic Resonance Imaging Using Group-Level Bayesian Inference. 738342 - Sreevalsan S. Menon
Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children. 742807 - Anup Tuladhar
Modeling Neurodegeneration in silico With Deep Learning. 748370 - Afshin Shoeibi
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. 777977 - Yuan Shao, Jingru Ruan, Yuyun Xu, Zhenyu Shu, Xiaodong He:
Comparing the Performance of Two Radiomic Models to Predict Progression and Progression Speed of White Matter Hyperintensities. 789295 - Abdullah Alchihabi, Omer Ekmekci, Baran Baris Kivilcim, Sharlene D. Newman, Fatos T. Yarman-Vural:
Analyzing Complex Problem Solving by Dynamic Brain Networks. 670052 - Dong Li, Guangyu Wang, René Werner, Hong Xie
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy. 674439 - Ramon Casanova, Robert G. Lyday, Mohsen Bahrami, Jonathan H. Burdette, Sean L. Simpson, Paul J. Laurienti:
Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques. 740143 - Malgorzata Plechawska-Wójcik, Pawel Karczmarek, Pawel Krukow, Monika Kaczorowska, Mikhail Tokovarov, Kamil Jonak:
Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals. 744355 - Sergio E. Galindo, Pablo Toharia
SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies. 753997 - Zhuang Ai
DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism. 778552 - Yuteng Xiao, Hongsheng Yin, Shui-Hua Wang, Yu-Dong Zhang
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases. 781551 - Liangliang Liu, Jing Zhang, Jin-xiang Wang, Shufeng Xiong
Co-optimization Learning Network for MRI Segmentation of Ischemic Penumbra Tissues. 782262 - Eilidh MacNicol
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps. 669049 - Reinier Xander A. Ramos, Jacqueline C. Dominguez
Young and Aged Neuronal Tissue Dynamics With a Simplified Neuronal Patch Cellular Automata Model. 763560 - Patrick Herbers, Iago Calvo, Sandra Diaz-Pier
ConGen - A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks. 766697 - Han Zhang, Chao Liu
PyNeval: A Python Toolbox for Evaluating Neuron Reconstruction Performance. 767936 - Margarita Ruiz-Olazar, Evandro S. Rocha, Claudia D. Vargas
The Neuroscience Experiments System (NES)-A Software Tool to Manage Experimental Data and Its Provenance. 768615 - Marcel P. Zwiers, Stefano Moia
BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure. 770608 - Fang Cai, Kang Wang, Tong Zhao, Haixiang Wang, Wenjing Zhou, Bo Hong:
BrainQuake: An Open-Source Python Toolbox for the Stereoelectroencephalography Spatiotemporal Analysis. 773890 - Vaanathi Sundaresan
Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning. 777828 - Ying Chu, Guangyu Wang, Liang Cao, Lishan Qiao, Mingxia Liu:
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI. 802305 - Mariana P. Bento, Irene Fantini, Justin Park, Letícia Rittner
Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets. 805669 - Hanan Al-Hadeethi, Shahab A. Abdulla, Mohammed Diykh, Ravinesh C. Deo, Jonathan H. Green
An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis. 808339
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