Regular Article
Intermittent generalized synchronization in unidirectionally coupled systems with different topology of attractors
Published online: 07 August 2024
DOI: 10.1140/epjs/s11734-024-01284-2
The European Physical Journal Special Topics
Artificial Intelligence and Complex Networks meet Natural Sciences
Alexander Hramov, Dibakar Ghosh, Alexander Pisarchik, Alexey Pavlov, Drozdstoy Stoyanov, Alexey Zaikin, Semyon Kurkin and Miguel A.F. Sanjuán (Guest editors)
Regular Article
Characterization of cross-correlations in electrocorticograms of anesthetized mice
Published online: 08 August 2024
DOI: 10.1140/epjs/s11734-024-01288-y
Regular Article
Decreased brain functional connectivity is associated with faster responses to repeated visual stimuli
Published online: 09 August 2024
DOI: 10.1140/epjs/s11734-024-01290-4
Regular Article
Short-term sleep deprivation: considering brain rhythm coordination in the context of an integrated neural network
Published online: 12 August 2024
DOI: 10.1140/epjs/s11734-024-01286-0
Review
Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation
Published online: 12 August 2024
DOI: 10.1140/epjs/s11734-024-01289-x
Regular Article
Error-aware CNN improves automatic epileptic seizure detection
Published online: 12 August 2024
DOI: 10.1140/epjs/s11734-024-01292-2
Regular Article
Long short-term memory and Kalman filter with attention mechanism as approach for covariance shift problem in water leakage
Published online: 13 August 2024
DOI: 10.1140/epjs/s11734-024-01285-1
Regular Article
Observer-based control for consensus tracking of non-linear synchronous generators system using sliding mode method and a radial basis function neural network
Published online: 19 August 2024
DOI: 10.1140/epjs/s11734-024-01281-5
Regular Article
Reservoir computing for predicting pm 2.5 dynamics in a metropolis
Published online: 19 August 2024
DOI: 10.1140/epjs/s11734-024-01287-z
Open Access
Regular Article
Acute lymphoblastic leukemia classification using persistent homology
Published online: 06 September 2024
DOI: 10.1140/epjs/s11734-024-01301-4
Regular Article
Fmri study of changes in large-scale brain networks during affective touch
Published online: 16 September 2024
DOI: 10.1140/epjs/s11734-024-01330-z
Regular Article
Classification of sprott chaotic systems via projection of the attractors using deep learning methods
Published online: 19 September 2024
DOI: 10.1140/epjs/s11734-024-01329-6
Regular Article
Revolutionizing diabetic retinopathy detection using DB-SCA-UNet with Drop Block-Based Attention Model in deep learning for precise analysis of color retinal images
Published online: 20 September 2024
DOI: 10.1140/epjs/s11734-024-01334-9
Regular Article
Scaling features of correlated and anti-correlated data: numerical simulations and analysis of brain dynamics
Published online: 23 September 2024
DOI: 10.1140/epjs/s11734-024-01332-x
Regular Article
Synaptic coupling and synchronization for HR neural network developing a novel type II non-linear memristor, potential to neuromorphic application
Published online: 26 September 2024
DOI: 10.1140/epjs/s11734-024-01342-9
Regular Article
A new data label conversion algorithm for YOLO segmentation of medical images
Published online: 02 October 2024
DOI: 10.1140/epjs/s11734-024-01338-5
Regular Article
Using land use methodology to construct ring spatial variables for modeling and mapping spatial distribution of dust in snow cover
Published online: 02 October 2024
DOI: 10.1140/epjs/s11734-024-01341-w
Regular Article
Recurrency time entropy of brain wave rhythms as an indicator of performance on visual search tasks in schoolchildren
Published online: 02 October 2024
DOI: 10.1140/epjs/s11734-024-01348-3
Regular Article
Application of graph-structured data for forecasting the dynamics of time series of natural origin
Published online: 23 October 2024
DOI: 10.1140/epjs/s11734-024-01368-z
Regular Article
Spiking neural network model of low-threshold mechanoreceptors system
Published online: 23 October 2024
DOI: 10.1140/epjs/s11734-024-01371-4
Regular Article
Automated design of deep neural networks with in-situ training architecture based on analog functional blocks
Published online: 24 October 2024
DOI: 10.1140/epjs/s11734-024-01369-y
Regular Article
Event-triggered reachable set estimation for synchronization of Markovian jump complex-valued delayed neural networks under cyber-attacks
Published online: 28 October 2024
DOI: 10.1140/epjs/s11734-024-01372-3
Regular Article
Age-related distinctions in cooperative dynamics of brain rhythms during sleep-wake transitions
Published online: 29 October 2024
DOI: 10.1140/epjs/s11734-024-01370-5
Regular Article
Dynamic convolution for image matching
Published online: 29 October 2024
DOI: 10.1140/epjs/s11734-024-01373-2
Regular Article
Prospective immunological markers of cerebral microangiopathy and Alzheimer’s disease
Published online: 28 November 2024
DOI: 10.1140/epjs/s11734-024-01410-0
Regular Article
Heart disease detection using ensemble and non-ensemble machine learning methods
Published online: 28 November 2024
DOI: 10.1140/epjs/s11734-024-01413-x
Regular Article
Extreme events in biomedical data
Published online: 28 November 2024
DOI: 10.1140/epjs/s11734-024-01415-9
Regular Article
Prediction of PEM fuel cell performance degradation using bidirectional long short-term memory with chimp optimization algorithm
Published online: 02 December 2024
DOI: 10.1140/epjs/s11734-024-01408-8
Regular Article
EEG correlates of the tactile perception of patients in a vegetative state and coma: a step towards AI-based classification of unconscious states
Published online: 03 December 2024
DOI: 10.1140/epjs/s11734-024-01409-7
Regular Article
Complex landscape of the cost function in a simple machine learning regression task
Published online: 05 December 2024
DOI: 10.1140/epjs/s11734-024-01422-w
Open Access
Regular Article
Identifying neural network structures explained by personality traits: combining unsupervised and supervised machine learning techniques in translational validity assessment
Published online: 09 December 2024
DOI: 10.1140/epjs/s11734-024-01411-z
Regular Article
Machine learning methods for emotion recognition in neuromarketing tasks
Published online: 10 December 2024
DOI: 10.1140/epjs/s11734-024-01412-y
Regular Article
Biochemical changes in subregions of the cingulate gyrus in patients with post-COVID syndrome
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01444-4
Regular Article
Leveraging machine learning models for enhanced differentiation of hard-diagnosed lung lesions
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01446-2
Regular Article
A transformer-based model for next disease prediction using electronic health records
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01447-1
Regular Article
Structural and functional changes in the brain during post-COVID syndrome: neuropsychological and MRI study
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01448-0
Regular Article
Deep learning of surface-enhanced Raman spectroscopy data for multiple sclerosis diagnostics
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01449-z
Regular Article
Real-time distance estimation algorithm for objects in warehouse based on monocular camera data for an autonomous unmanned forklift
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01452-4
Regular Article
Frontal long-range temporal correlations as a predictor of child’s IQ test performance using machine learning approach
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01453-3
Regular Article
A synergistic approach for identifying disrupted functional brain subnetworks in patients with chronic disorders of consciousness due to anoxic brain damage
Published online: 07 January 2025
DOI: 10.1140/epjs/s11734-024-01454-2
Regular Article
Deep learning model for plant disease detection based on visual analysis of leaf infestation area
Published online: 14 January 2025
DOI: 10.1140/epjs/s11734-024-01450-6
Regular Article
Recurrence quantification analysis and theta-band functional networks detect age-related changes in brain sensorimotor system: VR-based approach
Published online: 13 February 2025
DOI: 10.1140/epjs/s11734-025-01509-y
Regular Article
Reducing adversarial sensor data predictions in water leak management by applying the advection–diffusion and ensemble models
Published online: 13 February 2025
DOI: 10.1140/epjs/s11734-025-01517-y
Review
Clinical aspects of digital twins in medicine: a systematic review
Published online: 14 February 2025
DOI: 10.1140/epjs/s11734-025-01518-x
Open Access
Regular Article
Prediction of pathological grade in prostate cancer: an ensemble deep learning-based whole slide image classification model
Published online: 18 February 2025
DOI: 10.1140/epjs/s11734-025-01510-5
Regular Article
Spike-timing dependent plasticity learning of small spiking neural network for image recognition
Published online: 18 February 2025
DOI: 10.1140/epjs/s11734-025-01512-3
Regular Article
Schizophrenia diagnosis using latent components of event-related potentials and machine learning approach
Published online: 21 February 2025
DOI: 10.1140/epjs/s11734-025-01507-0
Regular Article
Noise filtering approach to improve handwritten digit recognition using customized CNN for Cerebral Palsy individuals
Published online: 21 February 2025
DOI: 10.1140/epjs/s11734-025-01515-0
Regular Article
Temporal and frequency features play different role in recognizing preparation of voluntary movements from electroencephalogram
Published online: 24 February 2025
DOI: 10.1140/epjs/s11734-025-01513-2
Regular Article
Changes in functional connectivity of brain regions associated with movement and awareness under the influence of cervical epidural spinal cord stimulation in chronic disorders of consciousness: a pilot study
Published online: 24 February 2025
DOI: 10.1140/epjs/s11734-025-01514-1
Regular Article
Federated learning for secure medical MRI brain tumor image classification
Published online: 24 February 2025
DOI: 10.1140/epjs/s11734-025-01516-z
Regular Article
Machine learning-based detection of alcohol intoxication through speech analysis: a comparative study of AI models
Published online: 27 February 2025
DOI: 10.1140/epjs/s11734-025-01508-z
Regular Article
A chemical diode for neuromorphic computing: design, simulation, and experimental validation of unidirectional signal transmission
Published online: 18 March 2025
DOI: 10.1140/epjs/s11734-025-01506-1
Review
Prediction of cardiovascular events with using proportional risk models and machine learning algorithms: a systematic review
Published online: 07 May 2025
DOI: 10.1140/epjs/s11734-024-01451-5
