NEURAL NETWORKS COMPUTATION: THE EMERGING INNOVATION POWERING PERVASIVE AND RESOURCE-CONSCIOUS DEEP LEARNING DEPLOYMENT

Machine learning has made remarkable strides in recent years, with algorithms achieving human-level performance in diverse tasks. However, the real challenge lies not just in training these models, but in implementing them effectively in everyday use cases. This is where inference in AI comes into play, surfacing as a key area for scientists and in