Frontiers in Computational Neuroscience

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

doi 10.3389/fncom.2024.1357607

3,204 views
1 citation

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

13,421 views
26 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

10,149 views
28 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

2,755 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

3,169 views
3 citations

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

5,308 views
3 citations

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

3,804 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

5,743 views
3 citations

Original Research

Published on 23 Feb 2024

Topological features of spike trains in recurrent spiking neural networks that are trained to generate spatiotemporal patterns

Oleg Maslennikov
Matjaž Perc
Vladimir Nekorkin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1363514

5,956 views
13 citations

Original Research

Published on 23 Feb 2024

Noise-induced synchrony of two-neuron motifs with asymmetric noise and uneven coupling

Gurpreet Jagdev
Na Yu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1347748

4,343 views
5 citations

Editorial

Published on 22 Feb 2024

Editorial: Bioinformatics for modern neuroscience

Georgios N. Dimitrakopoulos
Mathieu Di Miceli

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1385658

6,332 views
1 citation

Original Research

Published on 21 Feb 2024

End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism

Licheng Zhao
Yi Zuo
Wenjun Zhang
Tieshan Li
C. L. Philip Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1358437

5,360 views
9 citations

Original Research

Published on 21 Feb 2024

Leveraging neuro-inspired AI accelerator for high-speed computing in 6G networks

Chunxiao Lin
Muhammad Farhan Azmine
Yibin Liang
Yang Yi

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1345644

6,253 views
2 citations

Original Research

Published on 19 Feb 2024

Football referee gesture recognition algorithm based on YOLOv8s

Zhiyuan Yang
Yuanyuan Shen
Yanfei Shen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1341234

7,867 views
10 citations

Original Research

Published on 16 Feb 2024

Artificial intelligence approaches for early detection of neurocognitive disorders among older adults

Khalid AlHarkan
Nahid Sultana
Noura Al Mulhim
Assim M. AlAbdulKader
Noor Alsafwani
Marwah Barnawi
Khulud Alasqah
Anhar Bazuhair
Zainab Alhalwah
Dina Bokhamseen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1307305

11,591 views
5 citations

Original Research

Published on 09 Feb 2024

Colorectal image analysis for polyp diagnosis

Peng-Cheng Zhu
Jing-Jing Wan
Wei Shao
Xian-Chun Meng
Bo-Lun Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1356447

6,835 views
8 citations

Original Research

Published on 09 Feb 2024

Dynamics of antiphase bursting modulated by the inhibitory synaptic and hyperpolarization-activated cation currents

Linan Guan
Huaguang Gu
Xinjing Zhang

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1303925

5,506 views
3 citations

Original Research

Published on 08 Feb 2024

Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall of stimulus features and categories

Brent M. Roeder
Xiwei She
Alexander S. Dakos
Bryan Moore
Robert T. Wicks
Mark R. Witcher
Daniel E. Couture
Adrian W. Laxton
Heidi Munger Clary
Gautam Popli

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1263311

15,700 views
11 citations

Original Research

Published on 07 Feb 2024

Random forest analysis of midbrain hypometabolism using [18F]-FDG PET identifies Parkinson's disease at the subject-level

Marina C. Ruppert-Junck
Gunter Kräling
Andrea Greuel
Marc Tittgemeyer
Lars Timmermann
Alexander Drzezga
Carsten Eggers
David Pedrosa

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1328699

7,643 views
6 citations

Original Research

Published on 31 Jan 2024

Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks

Yiyan Zhang
Qin Li
Yi Xin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1345575

8,368 views
7 citations

Review

Published on 29 Jan 2024

Time-varying generalized linear models: characterizing and decoding neuronal dynamics in higher visual areas

Geyu Weng
Kelsey Clark
Amir Akbarian
Behrad Noudoost
Neda Nategh

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1273053

9,960 views
6 citations

Original Research

Published on 25 Jan 2024

Positional multi-length and mutual-attention network for epileptic seizure classification

Guokai Zhang
Aiming Zhang
Huan Liu
Jihao Luo
Jianqing Chen

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1358780

6,865 views
4 citations

Original Research

Published on 18 Jan 2024

An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management

Hsin-Ping Liu
Frederick Kin Hing Phoa
Yun-Heh Chen-Burger
Shau-Ping Lin

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1283974

5,722 views
4 citations

Systematic Review

Published on 17 Jan 2024

Identifying distinctive brain regions related to consumer choice behaviors on branded foods using activation likelihood estimation and machine learning

Shinya Watanuki

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2024.1310013

5,662 views
1 citation

120 Publications

volumes

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

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

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

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

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

Neurocomputational mechanisms underlying perception and sentience in the neocortex

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

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

Topological features of spike trains in recurrent spiking neural networks that are trained to generate spatiotemporal patterns

Noise-induced synchrony of two-neuron motifs with asymmetric noise and uneven coupling

Editorial: Bioinformatics for modern neuroscience

End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism

Leveraging neuro-inspired AI accelerator for high-speed computing in 6G networks

Football referee gesture recognition algorithm based on YOLOv8s

Artificial intelligence approaches for early detection of neurocognitive disorders among older adults

Colorectal image analysis for polyp diagnosis

Dynamics of antiphase bursting modulated by the inhibitory synaptic and hyperpolarization-activated cation currents

Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall of stimulus features and categories

Random forest analysis of midbrain hypometabolism using [18F]-FDG PET identifies Parkinson's disease at the subject-level

Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks

Time-varying generalized linear models: characterizing and decoding neuronal dynamics in higher visual areas

Positional multi-length and mutual-attention network for epileptic seizure classification

An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management

Identifying distinctive brain regions related to consumer choice behaviors on branded foods using activation likelihood estimation and machine learning