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ISSN 2575-6206
Original article
Vol. 8, Issue 2, 2024May 22, 2024 CDT

Evaluating the efficacy of motor imagery classifiers: Linear Discriminant Analysis and a Multi- Layer Perceptron neural network

Teyj Krishnan, Matthew Tivnan,
Machine LearningElectroencephalographyLinear Discriminant AnalysisMulti-Layer PerceptronBrain-Computer InterfaceNeural networkMotor imagery
Copyright Logoccby-nc-sa-4.0 • https://doi.org/10.64336/001c.118171

Articles in Vol. 8, Issue 2, 2024

Vol. 8, Issue 2, 2024
  • Dark matter research: merits, limitations, and trajectory
    Francesco Bellini
  • Converting automobiles into wind turbines: radiator fans in internal combustion engines and in electric vehicles as an untapped source of wind energy
    Bageerathan SaravanakumarNitish RajRushil YeluriShireesh P Apte
  • An investigation of Semi-Supervised Learning with autoencoders to improve high dimensional image classification with fewer labels
    Fiona VitaliSamuel Showalter
  • The effect of the UEFA Champions League on commercialization and nationalization in building football club identity in 1990s Europe, and its effects on the future of competition.
    Anjali Ravichandra
  • Opioid Receptors and their complex mechanisms of action
    Donakonda Aneesha
  • How cell cycle transcription factors inhibit neural proliferation
    Auburne Mauger
  • Pseudomonas aeruginosa: the whats, whys, and hows of bacterial efflux
    Kennard LiongHamilton Green
  • A dependency parser for code-switched Telugu-English
    Akshith Putta
  • Can cirrhosis secondary to NASH be related to the alteration of bile acids caused by bacterial dysbiosis?
    Aliya NagariaEmily Peluso
  • Towards understanding the comorbidity of Functional Neurological Disorder in epilepsy
    Calla Litteken
  • Evaluating the efficacy of motor imagery classifiers: Linear Discriminant Analysis and a Multi- Layer Perceptron neural network
    Teyj KrishnanMatthew Tivnan
  • Use of CRISPR-Cas9 in agriculture
    Kenneth B Kim
  • A comparative analysis of urine, blood, and hair testing in forensic toxicology
    Ainslie ChenAlexander Pomberger
  • A computer vision based system to make street crossings safer for the visually impaired
    Vishruth RaoHieu Nguyen
  • Investigating galaxy clustering dependence on neutral hydrogen mass through dark halo properties
    Zheng Zhou
  • Exploring the effects of the curvature of the universe and the growth of Large-Scale Structure using the Atacama Cosmology Telescope and simulated Data of the Cosmic Microwave Background
    Dhanush Ekollu
  • Biases in the Transit, Radial velocity, Gravitational Microlensing, and direct Imaging exoplanet discovery methods
    Ruixuan He
  • Comparison of the effects of monochromatic light with white light on the growth and development of hydroponically grown Allium fistulosum
    Aarushi Pandey
Journal of High School Science
Krishnan, Teyj, and Matthew Tivnan. 2024. “Evaluating the Efficacy of Motor Imagery Classifiers: Linear Discriminant Analysis and a Multi- Layer Perceptron Neural Network.” Journal of High School Science 8 (2): 204–11. https://doi.org/10.64336/001c.118171.
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