Researchers from Bar-Ilan University have uncovered how machine learning successfully classifies images, revealing that each filter in a deep learning architecture recognizes and refines the recognition of image clusters through layers.
Current AI architectures can successfully perform image classification tasks, competing with human capabilities. Yet what is the mechanism that makes
A video describing the research. Credit: Prof. Ido Kanter, Bar-Ilan University
“This discovery can pave the path to better understanding how AI works,” said PhD student Yuval Meir, one of the key contributors to the work, adding, “This can improve the latency, memory usage, and complexity of the architecture without reducing overall SciTechDaily