Artem Tarnovskyi

Postgraduate Student

Vinnytsia National Technical University

21021, 95 Khmelnytske shose, Vinnytsia, Ukraine

https://orcid.org/0009-0006-0811-8611

tarnovskiy0211@gmail.com

Problems of modern methods of three-dimensional photogrammetry

11.07.2024

Artem Tarnovskyi, Serhii Zakharchenko, Mykola Tarnovskyi
  • Keywords photogrammetry, 3-D model, scale-invariant feature transformation, SIFT algorithm, image key points, neural network
  • DOI https://doi.org/10.31649/1999-9941-2024-60-2-31-41

Logarithmic transformation of input activations in convolutional network neurons: An approach and analysis of effectiveness using MNIST classification as an example

25.06.2026

Artem Tarnovskyi*

tarnovskiy0211@gmail.com

  • Keywords logarithmic neuron; LeNet-like network; convolutional layer; image classification; deep learning; gradient descent
  • DOI https://doi.org/10.31649/vitce/2.2026.100