IEEE

An Attention-Enhanced 3D-CNN Framework for Spectrogram-Based EEG Analysis in Epilepsy Detection

Abstract: Epilepsy is a widespread neurological disorder affecting approximately 50 million individuals globally, with a disproportionately high burden in low- and middle-income countries. It is ...
GitHub

AhmedEl-diasty/Human-Activity-Recognition-CNN-LSTM

This project implements a hybrid deep learning model combining Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks for human activity recognition using sensor data from ...
IEEE

CNN-based 360° Scene Recognition for Automatic Generation of Omnidirectional Scent Effects

Abstract: Multiple approaches aim to enhance user experience in the delivery of immersive video content. The popularisation of VR, combined with recent advances in mulsemedia technology has improved ...
CNN

Israel becomes first country to formally recognize Somaliland as independent state

Israel became the first country to formally recognize the self-declared Republic of Somaliland as an independent and sovereign state on Friday – a decision that could reshape regional dynamics and ...
IEEE

Mixed Intrusion Vibration Signal Recognition Based on Fiber Bragg Grating and RL-KAN-CNN

Abstract: Fiber Bragg Grating (FBG) sensing systems have demonstrated strong potential for distributed vibration monitoring, yet recognizing mixed intrusion events remains challenging due to the ...
IEEE

Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNN

Abstract: Speech emotion recognition (SER) in health applications can offer several benefits by providing insights into the emotional well-being of individuals. In this work, we propose a method for ...
IEEE

Fine-Tuning a Pretrained CNN Combined with Self-Attention for Speech Emotion Recognition

Abstract: Speech emotion recognition (SER) technology has broad applications in healthcare, including enhancing patient monitoring, supporting mental health diagnosis, and improving human-computer ...
IEEE

Abnormal signal recognition with time-frequency spectrogram: A deep learning approach

Abstract: With the increasingly complex and changeable electromagnetic environment, wireless communication systems are facing jamming and abnormal signal injection, which significantly affects the ...
CNN

Italian cuisine becomes world’s first to be awarded UNESCO status

It’s time to uncork the prosecco and maybe order a plate of tagliatelle al ragù for the table. Italy has a very tasty reason to celebrate: Its national cuisine has become the first entire gastronomic ...
IEEE

A Perception CNN for Facial Expression Recognition

Abstract: Convolutional neural networks (CNNs) can automatically learn data patterns to express face images for facial expression recognition (FER). However, they may ignore effect of facial ...