Frontiers in Computational Neuroscience

Original Research

Published on 25 Apr 2024

Prediction of Alzheimer's disease stages based on ResNet-Self-attention architecture with Bayesian optimization and best features selection

Nabeela Yaqoob
Muhammad Attique Khan
Saleha Masood
Hussain Mobarak Albarakati
Ameer Hamza
Fatimah Alhayan
Leila Jamel
Anum Masood

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1393849

2,703 views
6 citations

Original Research

Published on 19 Apr 2024

Grid codes vs. multi-scale, multi-field place codes for space

Robin Dietrich
Nicolai Waniek
Martin Stemmler
Alois Knoll

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1276292

1,271 views

Original Research

Published on 17 Apr 2024

Prediction of emotion distribution of images based on weighted K-nearest neighbor-attention mechanism

Kai Cheng

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1350916

1,061 views
2 citations

Original Research

Published on 17 Apr 2024

U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis

Qiankun Zuo
Ruiheng Li
Binghua Shi
Jin Hong
Yanfei Zhu
Xuhang Chen
Yixian Wu
Jia Guo

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1387004

1,811 views
5 citations

Original Research

Published on 12 Apr 2024

Predictive coding with spiking neurons and feedforward gist signaling

Kwangjun Lee
Shirin Dora
Jorge F. Mejias
Sander M. Bohte
Cyriel M. A. Pennartz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1338280

3,344 views
4 citations

Original Research

Published on 10 Apr 2024

A novel approach for ASD recognition based on graph attention networks

Canhua Wang
Zhiyong Xiao
Yilu Xu
Qi Zhang
Jingfang Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1388083

1,761 views
2 citations

Original Research

Published on 09 Apr 2024

Understanding of facial features in face perception: insights from deep convolutional neural networks

Qianqian Zhang
Yueyi Zhang
Ning Liu
Xiaoyan Sun

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1209082

3,764 views

Original Research

Published on 03 Apr 2024

Brain tumor segmentation using neuro-technology enabled intelligence-cascaded U-Net model

Haewon Byeon
Mohannad Al-Kubaisi
Ashit Kumar Dutta
Faisal Alghayadh
Mukesh Soni
Manisha Bhende
Venkata Chunduri
K. Suresh Babu
Rubal Jeet

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1391025

2,763 views
10 citations

Technology and Code

Published on 22 Mar 2024

Identification of Smith–Magenis syndrome cases through an experimental evaluation of machine learning methods

Raúl Fernández-Ruiz
Esther Núñez-Vidal
Irene Hidalgo-delaguía
Elena Garayzábal-Heinze
Agustín Álvarez-Marquina
Rafael Martínez-Olalla
Daniel Palacios-Alonso

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1357607

2,464 views

Hypothesis and Theory

Published on 22 Mar 2024

Artificial cognition vs. artificial intelligence for next-generation autonomous robotic agents

Giulio Sandini
Alessandra Sciutti
Pietro Morasso

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1349408

7,168 views
14 citations

Original Research

Published on 21 Mar 2024

Novel deep learning framework for detection of epileptic seizures using EEG signals

Sayani Mallick
Veeky Baths

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1340251

6,330 views
6 citations

Original Research

Published on 19 Mar 2024

A novel associative memory model based on semi-tensor product (STP)

Yanfang Hou
Hui Tian
Chengmao Wang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1384924

2,137 views

Original Research

Published on 14 Mar 2024

The connectivity degree controls the difficulty in reservoir design of random boolean networks

Emmanuel Calvet
Bertrand Reulet
Jean Rouat

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1348138

2,396 views
1 citation

Review

Published on 05 Mar 2024

Neurocomputational mechanisms underlying perception and sentience in the neocortex

Andrew S. Johnson
William Winlow

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1335739

3,748 views

Editorial

Published on 05 Mar 2024

Editorial: Advancing our understanding of the impact of dynamics at different spatiotemporal scales and structure on brain synchronous activity, volume II

Thanos Manos
Chris G. Antonopoulos
Antonio M. Batista
Kelly C. Iarosz

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1386652

3,340 views

Original Research

Published on 26 Feb 2024

An exploratory computational analysis in mice brain networks of widespread epileptic seizure onset locations along with potential strategies for effective intervention and propagation control

Juliette Courson
Mathias Quoy
Yulia Timofeeva
Thanos Manos

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1360009

4,288 views