Spiking neural networks fine-tuning for brain image segmentation

Spiking neural networks fine-tuning for brain image segmentation

IntroductionThe field of machine learning has undergone a significant transformation with the progress of deep artificial neural networks (ANNs) and the growing accessibility of annotated data. ANNs usually require substantial power and memory usage to achieve optimal performance. Spiking neural net...

Full description

Bibliographic Details
Main Authors: Ye Yue, Marc Baltes, Nidal Abuhajar, Tao Sun, Avinash Karanth, Charles D. Smith, Trevor Bihl, Jundong Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Neuroscience
Subjects:
spiking neural network (SNN)
ANN-SNN conversion
image segmentation
fine-tuning
U-Net
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1267639/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1267639/full

Similar Items