A Comprehensive Review of Binary Neural Networks: Architectures, Training Techniques, and Applications
Introduction The Need for Efficiency The field of artificial intelligence has witnessed remarkable advancements, particularly in deep learning. However, the computational demands of these powerful models, especially those of large-scale neural networks, pose significant challenges, particularly when deploying them in resource-constrained environments like edge devices, embedded systems, and mobile platforms. This limitation has spurred considerable … Read more
