Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States

Person Identification ◽

Dynamic Functional Connectivity

Designing weighted correlation kernels in convolutional neural networks for functional connectivity based brain disease diagnosis

Medical Image Analysis ◽

10.1016/j.media.2020.101709 ◽

2020 ◽

Vol 63 ◽

pp. 101709 ◽

Cited By ~ 2

Author(s):

Biao Jie ◽

Mingxia Liu ◽

Chunfeng Lian ◽

Feng Shi ◽

Dinggang Shen

Keyword(s):

Neural Networks ◽

Functional Connectivity ◽

Disease Diagnosis ◽

Brain Disease ◽

Correlation Kernels ◽

Weighted Correlation

Classification of Brain Functional Connectivity using Convolutional Neural Networks

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/884/1/012003 ◽

2020 ◽

Vol 884 ◽

pp. 012003

Author(s):

W N S Shahriman ◽

C R Phang ◽

F Numan ◽

C M Ting

Keyword(s):

Neural Networks ◽

Functional Connectivity ◽

Brain Functional Connectivity

2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) ◽

Person Identification from Ear Images Using Convolutional Neural Networks

10.1109/iccsce47578.2019.9068569 ◽

2019 ◽

Author(s):

Natchapon Petaitiemthong ◽

Potsawat Chuenpet ◽

Sansanee Auephanwiriyakul ◽

Nipon Theera-Umpon

Keyword(s):

Neural Networks ◽

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors

10.1109/icassp40776.2020.9053910 ◽

2020 ◽

Author(s):

G. Retsinas ◽

P. P. Filntisis ◽

N. Efthymiou ◽

E. Theodosis ◽

A. Zlatintsi ◽

...

Keyword(s):

Neural Networks ◽

Wearable Sensors ◽

Short Term ◽

Deep Convolutional Neural Networks ◽

Brain age prediction based on resting-state functional connectivity patterns using convolutional neural networks

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363532 ◽

2018 ◽

Cited By ~ 14

Author(s):

Hongming Li ◽

Theodore D. Satterthwaite ◽

Yong Fan

Keyword(s):

Neural Networks ◽

Functional Connectivity ◽

Resting State ◽

Resting State Functional Connectivity ◽

Connectivity Patterns ◽

Brain Age ◽

Age Prediction

Transfer learning improves resting-state functional connectivity pattern analysis using convolutional neural networks

GigaScience ◽

10.1093/gigascience/giy130 ◽

2018 ◽

Vol 7 (12) ◽

Cited By ~ 5

Author(s):

Pál Vakli ◽

Regina J Deák-Meszlényi ◽

Petra Hermann ◽

Zoltán Vidnyánszky

Keyword(s):

Neural Networks ◽

Functional Connectivity ◽

Transfer Learning ◽

Resting State Functional Connectivity

Resting State ◽

Pattern Analysis ◽

Connectivity Pattern ◽

Person identification from partial gait cycle using fully convolutional neural networks

Neurocomputing ◽

10.1016/j.neucom.2019.01.091 ◽

2019 ◽

Vol 338 ◽

pp. 116-125 ◽

Cited By ~ 12

Author(s):

Maryam Babaee ◽

Linwei Li ◽

Gerhard Rigoll

Keyword(s):

Neural Networks ◽

Fully Convolutional Neural Networks

Gait Cycle ◽

Person Identification ◽

Person Identification Using Handwriting Dynamics and Convolutional Neural Networks

Deep Learning in Biometrics ◽

10.1201/b22524-10 ◽

2018 ◽

pp. 227-244 ◽

Cited By ~ 2

Author(s):

Gustavo H. Rosa ◽

João P. Papa ◽

Walter J. Scheirer

Keyword(s):

Neural Networks ◽

Neighbour‐based bag‐of‐samplings for person identification through handwritten dynamics and convolutional neural networks

Expert Systems ◽

10.1111/exsy.12891 ◽

2021 ◽

Author(s):

Gustavo H. Rosa ◽

Mateus Roder ◽

João P. Papa

Keyword(s):

Neural Networks ◽

Evaluation von Bildparametern und eines convolutional neural networks in der FDG-PET/MR/CT zur Prädiktion des Gesamtüberlebens (OS) und des Therapieansprechens bei Patienten mit Melanom unter CIT.

10.1055/s-0040-1703340 ◽

2020 ◽

Author(s):

F Seith ◽

J Vogel ◽

C la Fougère ◽

T Küstner ◽

K Nikolaou ◽

...

Keyword(s):

Neural Networks ◽

Fdg Pet