EEG Signal Classification Using Manifold Learning and Matrix‐Variate Gaussian Model

L Zhu, Q Hu, J Yang, J Zhang, P Xu… - Computational …, 2021 - Wiley Online Library
In brain‐computer interface (BCI), feature extraction is the key to the accuracy of recognition.
There is important local structural information in the EEG signals, which is effective for …

EEG-based BMI using multi-class motor imagery for bionic arm

AC Subrata, MA Riyadi… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
One of the rehabilitation methods developed to help people with physical disabilities,
especially patients with disabilities of the upper-limb arm, to do Activities of Daily Living …

嵌入式系统中运动想象脑-机接口编解码算法综述.

于钦雯, 周王成, 戴亚康, 刘燕 - Journal of Computer …, 2024 - search.ebscohost.com
脑-机接口技术通过在大脑与外部设备之间建立信息传输通路, 使用户能够对外部设备进行直接
控制. 近年来, 基于运动想象范式的脑-机接口编解码算法研究在医疗健康, 教育娱乐及日常生活 …

[PDF][PDF] Miniaturized Spiral Planar Inverted F Antenna of 2.4 GHz Using Design of Experiment Method for EEG-based Controlled Prosthetic Arm

LY Sabila, T Prakoso, MA Riyadi - Jurnal Elektronika dan …, 2022 - academia.edu
This paper presents the design of a planar inverted F antenna with a miniature or tiny shape
at the frequency of 2.4 GHz. The antenna uses a spiral design to reduce the dimension of …

[PDF][PDF] Classification of motor imagery brain wave for bionic hand movement using multilayer perceptron

SB Priyatno, T Prakoso, MA Riyadi - Sinergi, 2022 - academia.edu
Physical disability due to amputation can affect a person's quality of life due to limited
movement in performing daily activities. Bionic hands are used to help someone with an …

Modeling and fabrication of smart robotic wheelchair instructed by head gesture

M Mudassir, A Mujahid - Indonesian Journal of Electrical …, 2021 - section.iaesonline.com
The confronting problem faced by the handicapped, paralyzed, disabled, and quadriplegic
people is their independent mobility. They need external assistance to perform their daily life …

Brainwaves Analysis Using Electroencephalogram (EEG) in Nursing Mothers for Relaxation Conditions

MA Riyadi - 2022 FORTEI-International Conference on …, 2022 - ieeexplore.ieee.org
A breastfeeding mother that works in a factory environment will have limited time to
exclusively breastfeed her baby. In addition, relaxed condition is believed to increase the …

Wheel chair navigation based on head movements for quadriplegia patients

A Triwibowo, MA Riyadi… - … Conference on Recent …, 2023 - ieeexplore.ieee.org
The development of technology for wheelchair mobility for someone with disabilities is
growing very rapidly. Many researchers have developed wheelchairs to help people with …

ANN and Deep Learning Classifiers for BCI applications

KS Aswin, M Purushothaman… - 2022 Third International …, 2022 - ieeexplore.ieee.org
The Brain computer interface (BCI) or neural control interface is a technology that allows
humans to control a computer or other computing devices on the basis of information …

Design of 2.4 GHz-Band Meander Planar Inverted F Antenna for Bionic Hand Using DOE Method

LY Sabila, T Prakoso, MA Riyadi - … International Symposium on …, 2021 - ieeexplore.ieee.org
This paper presents a PIFA (Planar Inverted F Antenna) analysis with a meander design
mounted on bionic hand using conformal technique at a frequency of 2.4 GHz. In the …