Editorial: Understanding and bridging the gap between neuromorphic computing and machine learning, volume II

2024-10-3

Multi-label remote sensing classification with self-supervised gated multi-modal transformers

2024-9-24

Analyzing top-down visual attention in the context of gamma oscillations: a layer- dependent network-of- networks approach

2024-9-23

Dynamical predictive coding with reservoir computing performs noise-robust multi-sensory speech recognition

2024-9-23

Electroencephalogram-based adaptive closed-loop brain-computer interface in neurorehabilitation: a review

2024-9-20

Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices

2024-9-20

Reinforcement learning as a robotics-inspired framework for insect navigation: from spatial representations to neural implementation

2024-9-9

Editorial: Understanding the role of oscillations, mutual information and synchronization in perception and action

2024-9-4

Capturing biomarkers associated with Alzheimer disease subtypes using data distribution characteristics

2024-9-3

Nonlinear analysis of neuronal firing modulated by sinusoidal stimulation at axons in rat hippocampus

2024-8-30

Bursting gamma oscillations in neural mass models

2024-8-30

Classification of epileptic seizures in EEG data based on iterative gated graph convolution network

2024-8-29

Quantifying network behavior in the rat prefrontal cortex

2024-8-29

The significance of cerebellar contributions in early-life through aging

2024-8-27

Unified theory of alpha, mu, and tau rhythms via eigenmodes of brain activity

2024-8-26

Deep learning for detecting prenatal alcohol exposure in pediatric brain MRI: a transfer learning approach with explainability insights

2024-8-26

Simulating combined monoaminergic depletions in a PD animal model through a bio-constrained differential equations system

2024-8-23

Book review: Electrical fields and the experienced life

2024-8-15

A functional contextual, observer-centric, quantum mechanical, and neuro-symbolic approach to solving the alignment problem of artificial general intelligence: safe AI through intersecting computational psychological neuroscience and LLM architecture for emergent theory of mind

2024-8-8

Multiscale modeling of neuronal dynamics in hippocampus CA1

2024-8-6

A neural basis for learning sequential memory in brain loop structures

2024-8-5

Eight challenges in developing theory of intelligence

2024-7-24

Editorial: Neuromorphic computing: from emerging materials and devices to algorithms and implementation of neural networks inspired by brain neural mechanism

2024-7-19

EEG-based emotion recognition using graph convolutional neural network with dual attention mechanism

2024-7-19

Hippocampal formation-inspired global self-localization: quick recovery from the kidnapped robot problem from an egocentric perspective

2024-7-18

Rényi entropy-complexity causality space: a novel neurocomputational tool for detecting scale-free features in EEG/iEEG data

2024-7-15

The synaptic correlates of serial position effects in sequential working memory

2024-7-15

SaE-GBLS: an effective self-adaptive evolutionary optimized graph-broad model for EEG-based automatic epileptic seizure detection

2024-7-11

Purkinje cell models: past, present and future

2024-7-10

A three-step, “brute-force” approach toward optimized affine spatial normalization

2024-7-8

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

2024-7-2

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

2024-7-2

Conditional spatial biased intuitionistic clustering technique for brain MRI image segmentation

2024-6-28

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

2024-6-26

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

2024-6-24

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

2024-6-20

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

2024-6-19

Residual and bidirectional LSTM for epileptic seizure detection

2024-6-17

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

2024-6-14

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

2024-6-12

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

2024-6-12

Pathological cell assembly dynamics in a striatal MSN network model

2024-6-6

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

2024-5-30

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

2024-5-30

Simulated dynamical transitions in a heterogeneous marmoset pFC cluster

2024-5-28

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

2024-5-22

A mutual information measure of phase-amplitude coupling using gamma generalized linear models

2024-5-22

Information bottleneck-based Hebbian learning rule naturally ties working memory and synaptic updates

2024-5-16

A machine learning approach to evaluate the impact of virtual balance/cognitive training on fall risk in older women

2024-5-14

Deep learning for automatic segmentation of vestibular schwannoma: a retrospective study from multi-center routine MRI

2024-5-9