3 papers
cs.NE2025
Convolutional Spiking Neural Network for Image Classification
Mikhail Kiselev, Andrey Lavrentyev
We consider an implementation of convolutional architecture in a spiking neural network (SNN) used to classify images. As in the traditional neural network, the convolutional layer…
cs.NE2025
A Digital Machine Learning Algorithm Simulating Spiking Neural Network CoLaNET
Mikhail Kiselev
During last several years, our research team worked on development of a spiking neural network (SNN) architecture, which could be used in the wide range of supervised learning clas…
cs.NE2024
Classifying Images with CoLaNET Spiking Neural Network -- the MNIST Example
Mikhail Kiselev
In the present paper, it is shown how the columnar/layered CoLaNET spiking neural network (SNN) architecture can be used in supervised learning image classification tasks. Image pi…