Cover Image

Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	M, Umesh Kumar Naik, Ahamed, Shaik Rafi
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
by: Sajid, Md Shahriar, et al.
Published: (2025)

A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault Detection
by: Li, Tianfu, et al.
Published: (2023)

A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module
by: Li, Siwei, et al.
Published: (2024)

Biomedical Signal Processing: EEG and ECG Classification with Discrete Wavelet Transforms, Energy Distribution, and Convolutional Neural Networks
by: London, Justin
Published: (2025)

Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders
by: Stiehl, Annika, et al.
Published: (2025)

Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals
by: Reddy, Srikireddy Dhanunjay, et al.
Published: (2025)

Efficient Bearing Sensor Data Compression via an Asymmetrical Autoencoder with a Lifting Wavelet Transform Layer
by: Zhu, Xin, et al.
Published: (2025)

Cognitive Inference based Feature Pyramid Network for Sentimental Analysis using EEG Signals
by: Bhardwaj, Vishesh, et al.
Published: (2025)

WAND: Wavelet Analysis-based Neural Decomposition of MRS Signals for Artifact Removal
by: Merkofer, Julian P., et al.
Published: (2024)

Interference Mitigation using U-Net Autoencoder based system
by: Kothari, Hiten Prakash, et al.
Published: (2025)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)

CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
by: Liao, Yuan, et al.
Published: (2024)

Approximating the Hotelling Observer with Autoencoder-Learned Efficient Channels for Binary Signal Detection Tasks
by: Granstedt, Jason L., et al.
Published: (2020)

EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
by: Anand, Pradyot, et al.
Published: (2024)

Graph Guided Modulo Recovery of EEG Signals
by: Hazra, Soujanya, et al.
Published: (2025)

EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
by: Aung, Htoo Wai, et al.
Published: (2024)

Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
by: Rabiee, Ali, et al.
Published: (2024)

Hyperdimensional Computing for ADHD Classification using EEG Signals
by: Colonnese, Federica, et al.
Published: (2025)

Interference Mitigation Recommender System using U-Net Autoencoders
by: Kothari, Hiten Prakash, et al.
Published: (2025)

Color Image steganography using Deep convolutional Autoencoders based on ResNet architecture
by: Hashemi, Seyed Hesam Odin, et al.
Published: (2022)

Machine Learning to Detect Anxiety Disorders from Error-Related Negativity and EEG Signals
by: Chandrasekar, Ramya, et al.
Published: (2024)

Autoencoding Coordinate Sequences from Psychophysiologic Signals
by: Hutcheson, Timothy L., et al.
Published: (2025)

Hybrid Pipeline SWD Detection in Long-Term EEG Signals
by: Rincon, Antonio Quintero, et al.
Published: (2025)

BIONIX: A Wireless, Low-Cost Prosthetic Arm with Dual-Signal EEG and EMG Control
by: Kumar, Pranesh Sathish
Published: (2025)

Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
by: Mishra, Aditya, et al.
Published: (2025)

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
by: Xuan, Xi, et al.
Published: (2025)

SomnoNet: A Lightweight and Interpretable Framework for Sleep Staging from Single-Channel EEG
by: Guo, Shengwei, et al.
Published: (2024)

A DenseNet-based method for decoding auditory spatial attention with EEG
by: Xu, Xiran, et al.
Published: (2023)

Speech-Based Prioritization for Schizophrenia Intervention
by: Premananth, Gowtham, et al.
Published: (2025)

PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
by: Sidharth, Sidharth, et al.
Published: (2025)

Three-Way Emotion Classification of EEG-based Signals using Machine Learning
by: Purwar, Ashna, et al.
Published: (2026)

Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
by: Ghafoori, Sima, et al.
Published: (2024)

L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark
by: Li, Angqi, et al.
Published: (2026)

Noise And Artifacts Elimination In ECG Signals Using Wavelet, Variational Mode Decomposition And Nonlocal Means Algorithm
by: Jabeur, Taoufik Ben, et al.
Published: (2024)

Ordinary Differential Equation-based MIMO Signal Detection
by: Nakai-Kasai, Ayano, et al.
Published: (2023)

Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa
by: Olateju, E. O., et al.
Published: (2023)

Beyond the Signal: Medication State Effect on EEG-Based AI models for Parkinson's Disease
by: Kurbatskaya, Anna, et al.
Published: (2025)

RFI and Jamming Detection in Antenna Arrays with an LSTM Autoencoder
by: Ntemkas, Christos, et al.
Published: (2025)

An Efficient Algorithm Based on Wavelet Transform to Reduce Powerline Noise From Electrocardiograms
by: Rodenas, Juan, et al.
Published: (2024)

Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models
by: Sadek, Zayneb, et al.
Published: (2024)