COMPARE THE PERFORMANCE OF BACKPROPAGATION AND FORWARD-FORWARD ALGORITHM IN IMAGE RECOGNITION PROBLEM

  • Trần Thanh Hùng
  • Đỗ Ngọc Sơn
Keywords: Backpropagation; Neural Network; Forward-Forward; Forward; Backward.

Abstract

In this article, we will compare the performance of two algorithms,
Backpropagation and Forward-Forward, in image recognition problems using
MNIST data. We will evaluate the accuracy and training speed of both
algorithms. The results show that Backpropagation achieves higher accuracy
when Forward-Forward can have faster training speed in some cases.

điểm /   đánh giá
Published
2025-05-21
Issue
Tập 61. Số 3 (2025)
Section
RESEARCH AND DEVELOPMENT