Cover Image

WaveNet's Precision in EEG Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	van Laar, Casper, Ahmed, Khubaib
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence Signal Processing Neurons and Cognition 68T07, 92C55, 62M10 I.2.6; I.5.1; J.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Online decoding of rat self-paced locomotion speed from EEG using recurrent neural networks
by: de Miguel, Alejandro, et al.
Published: (2026)

Mapping fMRI Signal and Image Stimuli in an Artificial Neural Network Latent Space: Bringing Artificial and Natural Minds Together
by: Dalbagno, Cesare Maria, et al.
Published: (2025)

Estimating the Event-Related Potential from Few EEG Trials
by: Nørskov, Anders Vestergaard, et al.
Published: (2025)

Automated Detection of Circadian-Dependent Epileptic Biomarkers for Seizure Localization: A Machine Learning and Signal Processing Framework
by: Gashti, Mehdi Zekriyapanah, et al.
Published: (2025)

Untrained CNNs Match Backpropagation at V1: A Systematic RSA Comparison of Four Learning Rules Against Human fMRI
by: Leutenegger, Nils
Published: (2026)

The Coordinate System Problem in Persistent Structural Memory for Neural Architectures
by: Basu, Abhinaba
Published: (2026)

Identifying Autism-Related Neurobiomarkers Using Hybrid Deep Learning Models
by: Chen, Ashley
Published: (2025)

Geometric Neural Network based on Phase Space for BCI-EEG decoding
by: Carrara, Igor, et al.
Published: (2024)

Deep-learning-based electrode action potential mapping (DEAP Mapping) from annotation-free unipolar electrogram
by: Seno, Hiroshi, et al.
Published: (2024)

Gravity-Awareness: Deep Learning Models and LLM Simulation of Human Awareness in Altered Gravity
by: Alibekov, Bakytzhan, et al.
Published: (2025)

Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection
by: Rasmussen, Nicholas R., et al.
Published: (2026)

MEGConformer: Conformer-Based MEG Decoder for Robust Speech and Phoneme Classification
by: de Zuazo, Xabier, et al.
Published: (2025)

MRMS-Net and LMRMS-Net: Scalable Multi-Representation Multi-Scale Networks for Time Series Classification
by: Alagöz, Celal, et al.
Published: (2026)

A Boltzmann-machine-enhanced Transformer For DNA Sequence Classification
by: Cao, Zhixuan, et al.
Published: (2026)

CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data
by: Cheohen, Caio, et al.
Published: (2025)

EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines
by: Afonso, Tiago Vasconcelos, et al.
Published: (2025)

Alljoined1 -- A dataset for EEG-to-Image decoding
by: Xu, Jonathan, et al.
Published: (2024)

Convolutional Neural Network and Adversarial Autoencoder in EEG images classification
by: Nasybullin, Albert, et al.
Published: (2026)

Forecasting Coccidioidomycosis (Valley Fever) in Arizona: A Graph Neural Network Approach
by: Sarabi, Ali, et al.
Published: (2025)

The GAIN Model: A Nature-Inspired Neural Network Framework Based on an Adaptation of the Izhikevich Model
by: Hooper, Gage K. R.
Published: (2025)

How Long short-term memory artificial neural network, synthetic data, and fine-tuning improve the classification of raw EEG data
by: Nasybullin, Albert, et al.
Published: (2026)

VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks
by: Johnson, David R., et al.
Published: (2025)

PatchFormer: A Patch-Based Time Series Foundation Model with Hierarchical Masked Reconstruction and Cross-Domain Transfer Learning for Zero-Shot Multi-Horizon Forecasting
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)

Predicting Traffic Accident Severity with Deep Neural Networks
by: Bibb, Meghan, et al.
Published: (2025)

Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry
by: Marcos-Manchón, Pablo, et al.
Published: (2026)

Uncovering symmetric and asymmetric species associations from community and environmental data
by: Si-Moussi, Sara, et al.
Published: (2025)

Emerging-properties Mapping Using Spatial Embedding Statistics: EMUSES
by: Foulon, Chris, et al.
Published: (2024)

Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network
by: Ali, Mohammad Wazed, et al.
Published: (2024)

Persistent Topological Structures and Cohomological Flows as a Mathematical Framework for Brain-Inspired Representation Learning
by: Girish, Preksha, et al.
Published: (2025)

Closing the Theory-Practice Gap in Spiking Transformers via Effective Dimension
by: Guo, Dongxin, et al.
Published: (2026)

PH-VAE: A Polynomial Hierarchical Variational Autoencoder Towards Disentangled Representation Learning
by: Chen, Xi, et al.
Published: (2025)

Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images
by: Mohammadi, Mana, et al.
Published: (2025)

Flood Risk Follows Valleys, Not Grids: Graph Neural Networks for Flash Flood Susceptibility Mapping in Himachal Pradesh with Conformal Uncertainty Quantification
by: Sharma, Paras, et al.
Published: (2026)

Benchmarking changepoint detection algorithms on cardiac time series
by: Cakmak, Ayse, et al.
Published: (2024)

Leaf Spectral Reflectance Prediction Using Multi-Head Attention Neural Networks
by: Farajpoor, Parastoo, et al.
Published: (2026)

Revisiting GAN with Bayes-Optimal Discrimination
by: Naeini, Mohammadreza Tavasoli, et al.
Published: (2025)

Temporal Functional Circuits: From Spline Plots to Faithful Explanations in KAN Forecasting
by: Mysore, Naveen
Published: (2026)

Enhancing mortality prediction in cardiac arrest ICU patients through meta-modeling of structured clinical data from MIMIC-IV
by: Mamatov, Nursultan, et al.
Published: (2025)

Scalable, Technology-Agnostic Diagnosis and Predictive Maintenance for Point Machine using Deep Learning
by: Di Santi, Eduardo, et al.
Published: (2025)

Enhanced Single-Cell RNA-seq Embedding through Gene Expression and Data-Driven Gene-Gene Interaction Integration
by: Goudarzi, Hojjat Torabi, et al.
Published: (2025)