Frontiers in Computational Neuroscience

Original Research

Published on 02 Jul 2024

Knowledge graph construction for heart failure using large language models with prompt engineering

Tianhan Xu
Yixun Gu
Mantian Xue
Renjie Gu
Bin Li
Xiang Gu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1389475

7,106 views
5 citations

Original Research

Published on 02 Jul 2024

A spatial map: a propitious choice for constraining the binding problem

Zhixian Han
Anne B. Sereno

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1397819

1,687 views
3 citations

Original Research

Published on 28 Jun 2024

Conditional spatial biased intuitionistic clustering technique for brain MRI image segmentation

Jyoti Arora
Ghadir Altuwaijri
Ali Nauman
Meena Tushir
Tripti Sharma
Deepali Gupta
Sung Won Kim

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1425008

1,175 views
2 citations

Original Research

Published on 26 Jun 2024

An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

Lubna Kiran
Asim Zeb
Qazi Nida Ur Rehman
Taj Rahman
Muhammad Shehzad Khan
Shafiq Ahmad
Muhammad Irfan
Muhammad Naeem
Shamsul Huda
Haitham Mahmoud

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418280

2,821 views
4 citations

Original Research

Published on 24 Jun 2024

Hybrid deep spatial and statistical feature fusion for accurate MRI brain tumor classification

Saeed Iqbal
Adnan N. Qureshi
Musaed Alhussein
Khursheed Aurangzeb
Imran Arshad Choudhry
Muhammad Shahid Anwar

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1423051

2,654 views
6 citations

Original Research

Published on 20 Jun 2024

Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples

Josue O. Caro
Yilong Ju
Ryan Pyle
Sourav Dey
Wieland Brendel
Fabio Anselmi
Ankit B. Patel

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1387077

1,212 views
2 citations

Original Research

Published on 19 Jun 2024

A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals

Congshan Sun
Cong Xu
Hongwei Li
Hongjian Bo
Lin Ma
Haifeng Li

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1393122

1,705 views
1 citation

Original Research

Published on 17 Jun 2024

Residual and bidirectional LSTM for epileptic seizure detection

Wei Zhao
Wen-Feng Wang
Lalit Mohan Patnaik
Bao-Can Zhang
Su-Jun Weng
Shi-Xiao Xiao
De-Zhi Wei
Hai-Feng Zhou

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1415967

3,641 views
15 citations

Original Research

Published on 14 Jun 2024

Design and evaluation of a global workspace agent embodied in a realistic multimodal environment

Rousslan Fernand Julien Dossa
Kai Arulkumaran
Arthur Juliani
Shuntaro Sasai
Ryota Kanai

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1352685

3,490 views
1 citation

Original Research

Published on 12 Jun 2024

Enhancing brain tumor classification in MRI scans with a multi-layer customized convolutional neural network approach

Eid Albalawi
Arastu Thakur
D. Ramya Dorai
Surbhi Bhatia Khan
T. R. Mahesh
Ahlam Almusharraf
Khursheed Aurangzeb
Muhammad Shahid Anwar

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418546

5,592 views
7 citations

Original Research

Published on 12 Jun 2024

SS-DRPL: self-supervised deep representation pattern learning for voice-based Parkinson's disease detection

Tae Hoon Kim
Moez Krichen
Stephen Ojo
Gabriel Avelino Sampedro
Meznah A. Alamro

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1414462

1,621 views
1 citation

Original Research

Published on 06 Jun 2024

Pathological cell assembly dynamics in a striatal MSN network model

Astrid Correa
Adam Ponzi
Vladimir M. Calderón
Rosanna Migliore

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1410335

1,967 views

Original Research

Published on 30 May 2024

Synergy quality assessment of muscle modules for determining learning performance using a realistic musculoskeletal model

Akito Fukunishi
Kyo Kutsuzawa
Dai Owaki
Mitsuhiro Hayashibe

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1355855

1,812 views
1 citation

Brief Research Report

Published on 30 May 2024

DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications

Fuming Lei
Xu Yang
Jian Liu
Runjiang Dou
Nanjian Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1418115

1,890 views

Original Research

Published on 28 May 2024

Simulated dynamical transitions in a heterogeneous marmoset pFC cluster

Bernard A. Pailthorpe

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1398898

1,307 views

Original Research

Published on 22 May 2024

Multi-sequence generative adversarial network: better generation for enhanced magnetic resonance imaging images

Leizi Li
Jingchun Yu
Yijin Li
Jinbo Wei
Ruifang Fan
Dieen Wu
Yufeng Ye

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1365238

2,162 views