NEURAL NETWORKS ANALYSIS: THE LOOMING BREAKTHROUGH OF RESOURCE-CONSCIOUS AND UNIVERSAL COGNITIVE COMPUTING ARCHITECTURES

AI has achieved significant progress in recent years, with models matching human capabilities in numerous tasks. However, the true difficulty lies not just in training these models, but in implementing them efficiently in practical scenarios. This is where inference in AI becomes crucial, arising as a key area for researchers and industry professio