Frontiers in Neuroinformatics

Original Research

Published on 30 Jul 2021

Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case

Francesco Rundo
Sabrina Conoci
Concetto Spampinato
Roberto Leotta
Francesca Trenta
Sebastiano Battiato

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.667008

8,362 views
7 citations

Methods

Published on 28 Jul 2021

Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas

Jan Krepl
Francesco Casalegno
Emilie Delattre
Csaba Erö
Huanxiang Lu
Daniel Keller
Dimitri Rodarie
Henry Markram
Felix Schürmann

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.691918

7,646 views
10 citations

Methods

Published on 26 Jul 2021

A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines

Mona OmidYeganeh
Najmeh Khalili-Mahani
Patrick Bermudez
Alison Ross
Claude Lepage
Robert D. Vincent
S. Jeon
Lindsay B. Lewis
S. Das
Alex P. Zijdenbos

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.665560

5,889 views

Methods

Published on 14 Jul 2021

NIRS-ICA: A MATLAB Toolbox for Independent Component Analysis Applied in fNIRS Studies

Yang Zhao
Pei-Pei Sun
Fu-Lun Tan
Xin Hou
Chao-Zhe Zhu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.683735

17,293 views
12 citations

Original Research

Published on 09 Jul 2021

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

Chunshuai Wu
Jinjuan Yu
Guanhua Xu
Hong Gao
Yue Sun
Jiayi Huang
Li Sun
Xu Zhang
Zhiming Cui

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.662967

10,591 views
16 citations

Technology and Code

Published on 06 Jul 2021

MIIND : A Model-Agnostic Simulator of Neural Populations

Hugh Osborne
Yi Ming Lai
Mikkel Elle Lepperød
David Sichau
Lukas Deutz
Marc de Kamps

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.614881

8,985 views
5 citations

Original Research

Published on 25 Jun 2021

Arpra: An Arbitrary Precision Range Analysis Library

James Paul Turner
Thomas Nowotny

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.632729

8,325 views
3 citations

Original Research

Published on 24 Jun 2021

The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research

Hossein Mohammadian Foroushani
Rajat Dhar
Yasheng Chen
Jenny Gurney
Ali Hamzehloo
Jin-Moo Lee
Daniel S. Marcus

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.597708

11,911 views
20 citations

Original Research

Published on 24 Jun 2021

DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network

Md Shale Ahammed
Sijie Niu
Md Rishad Ahmed
Jiwen Dong
Xizhan Gao
Yuehui Chen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.635657

15,889 views
47 citations

Technology and Code

Published on 22 Jun 2021

FlywheelTools: Data Curation and Manipulation on the Flywheel Platform

Tinashe M. Tapera
Matthew Cieslak
Max Bertolero
Azeez Adebimpe
Geoffrey K. Aguirre
Ellyn R. Butler
Philip A. Cook
Diego Davila
Mark A. Elliott
Sophia Linguiti

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.678403

9,851 views
16 citations

Original Research

Published on 18 Jun 2021

3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network

Philippe Boutinaud
Ami Tsuchida
Alexandre Laurent
Filipa Adonias
Zahra Hanifehlou
Victor Nozais
Violaine Verrecchia
Leonie Lampe
Junyi Zhang
Yi-Cheng Zhu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.641600

16,714 views
65 citations

Methods

Published on 15 Jun 2021

A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience

Mickael Zbili
Sylvain Rama

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.596443

33,323 views
24 citations

Original Research

Published on 10 Jun 2021

Event-Based Update of Synapses in Voltage-Based Learning Rules

Jonas Stapmanns
Jan Hahne
Moritz Helias
Matthias Bolten
Markus Diesmann
David Dahmen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.609147

8,403 views
4 citations

Original Research

Published on 10 Jun 2021

Characterizing Network Search Algorithms Developed for Dynamic Causal Modeling

Sándor Csaba Aranyi
Marianna Nagy
Gábor Opposits
Ervin Berényi
Miklós Emri

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.656486

6,957 views
3 citations

Technology and Code

Published on 08 Jun 2021

Development and Validation of a Semi-Automated, Preclinical, MRI-Template Based PET Image Data Analysis Tool for Rodents

Fabian Schadt
Ina Israel
Samuel Samnick

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.639643

6,622 views
4 citations

Original Research

Published on 03 Jun 2021

Prediction of Neural Diameter From Morphology to Enable Accurate Simulation

Jonathan D. Reed
Kim T. Blackwell

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.666695

6,787 views
1 citation

Original Research

Published on 03 Jun 2021

On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell

Milagros Marín
Nicolás C. Cruz
Eva M. Ortigosa
María J. Sáez-Lara
Jesús A. Garrido
Richard R. Carrillo

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.663797

8,084 views
4 citations

Original Research

Published on 28 May 2021

CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes

Omneya Attallah

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.663592

11,028 views
45 citations

Original Research

Published on 17 May 2021

A Probabilistic Atlas of the Pineal Gland in the Standard Space

Foroogh Razavi
Samira Raminfard
Hadis Kalantar Hormozi
Minoo Sisakhti
Seyed Amir Hossein Batouli

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.554229

10,951 views
9 citations

Editorial

Published on 13 May 2021

Editorial: APPNING: Animal Population Imaging

Michel Dojat
Jan G. Bjaalie
Emmanuel L. Barbier

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.676603

5,713 views
1 citation

Original Research

Published on 10 May 2021

Validation of Affect-tag Affective and Cognitive Indicators

Laurent Sparrow
Hugo Six
Lauren Varona
Olivier Janin

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.535542

7,383 views
9 citations

Original Research

Published on 07 May 2021

Framework for the Classification of Emotions in People With Visual Disabilities Through Brain Signals

Jesús Leonardo López-Hernández
Israel González-Carrasco
José Luis López-Cuadrado
Belén Ruiz-Mezcua

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.642766

10,041 views
8 citations

Original Research

Published on 06 May 2021

Polynomial, piecewise-Linear, Step (PLS): A Simple, Scalable, and Efficient Framework for Modeling Neurons

Ruben A. Tikidji-Hamburyan
Matthew T. Colonnese

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.642933

8,183 views
3 citations

Technology and Code

Published on 22 Apr 2021

QDECR: A Flexible, Extensible Vertex-Wise Analysis Framework in R

Sander Lamballais
Ryan L. Muetzel

Frontiers in Neuroinformatics

doi 10.3389/fninf.2021.561689

12,156 views
21 citations

1,136 Publications

volumes

Volume 15 - 2021

Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case

Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas

A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines

NIRS-ICA: A MATLAB Toolbox for Independent Component Analysis Applied in fNIRS Studies

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

MIIND : A Model-Agnostic Simulator of Neural Populations

Arpra: An Arbitrary Precision Range Analysis Library

The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research

DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network

FlywheelTools: Data Curation and Manipulation on the Flywheel Platform

3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network

A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience

Event-Based Update of Synapses in Voltage-Based Learning Rules

Characterizing Network Search Algorithms Developed for Dynamic Causal Modeling

Development and Validation of a Semi-Automated, Preclinical, MRI-Template Based PET Image Data Analysis Tool for Rodents

Prediction of Neural Diameter From Morphology to Enable Accurate Simulation

On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell

CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes

A Probabilistic Atlas of the Pineal Gland in the Standard Space

Editorial: APPNING: Animal Population Imaging

Validation of Affect-tag Affective and Cognitive Indicators

Framework for the Classification of Emotions in People With Visual Disabilities Through Brain Signals

Polynomial, piecewise-Linear, Step (PLS): A Simple, Scalable, and Efficient Framework for Modeling Neurons

QDECR: A Flexible, Extensible Vertex-Wise Analysis Framework in R