Frontiers

AI for Decoding the Brain: Advances in Neural Signal Interpretation and Cognitive State Modelling

Recent advances in artificial intelligence (AI) and machine learning (ML) have transformed our ability to decode complex ...

Engineers decode dementia type using AI and EEG brainwave analysis

Dementia is a group of disorders that gradually impair memory, thinking and daily functioning. Alzheimer's disease (AD), the ...
EurekAlert!

FAU engineers decode dementia type using AI and EEG brainwave analysis

Dementia, including Alzheimer’s (AD) and frontotemporal dementia (FTD), often causes overlapping symptoms, making diagnosis ...
eLife

Continuous flashing suppression of V1 responses and the perceptual consequences revealed via two-photon calcium imaging and transformer modeling

Two-photon imaging and ocular dominance mapping. A. Optical windows for imaging of two macaques. Green crosses indicate the regions for viral vector injections, and yell ...
IEEE

ACTFormer: A Transformer Network With Attention and Convolutional Synergy for Remote Sensing Scene Classification

Abstract: In the field of remote sensing scene classification, persistent challenges such as interclass similarity and intraclass diversity—stemming from the inherent complexity of remote sensing ...
IEEE

Temporal Convolutional and Fusional Transformer Model With Bi-LSTM Encoder-Decoder for Multi-Time-Window Remaining Useful Life Prediction

Health prediction is crucial for ensuring reliability, minimizing downtime, and optimizing maintenance in industrial systems. Remaining Useful Life (RUL) prediction is a key component of this process; ...