Pushing the boundaries of AI research
Artificial Intelligence (AI) is revolutionising industries, products, and core capabilities by delivering dramatically enhanced experiences. However, this is just the start of the AI revolution. The field of AI, especially deep learning, is still in its infancy with tremendous opportunity for exploration and improvement.
For instance, deep neural networks of today are rapidly growing in size and use too much memory, compute, and energy. To make AI truly ubiquitous, it needs to run on the end device within a tight power and thermal budget.
New approaches and fundamental research in AI, as well as applying that research, is required to advance machine learning further and speed up adoption. In this webinar, Qualcomm will discuss select research topics that Qualcomm AI Research is investigating, including:
AI model optimisation research for power efficiency, including the latest quantisation research
Applied AI research, such as using deep learning for improved radar functionality
Fundamental AI research, such as source compression and quantum AI