摘要：The flow of promises in magazines, newspapers, television together with the creation of new start-ups and new business observed over the last years deserves to be examined in an historical perspective. The precedents in artificial intelligence have blown hot and cold over the last century and so it is important to address pros and cons. Neurons and intelligence(s), what exactly are we talking about? Are they really inspired by biological mechanisms? Will these famous deep learning techniques with the big data change the world? What are they capable of doing? An increase of pattern recognition performance of a few percent? In the picture of the future, how to decide between simplicity vs complexity, data vs knowledge?
报告人简历：Jean-Louis Coatrieux教授，法国国家健康与医学研究院（INSERM）主任研究员、法国雷恩一大教授、美国New Jersey Institute of Technology兼职教授。他是国际生物医学工程领域享有盛誉的专家，在医学信号与图像处理、放射治疗和医学成像等方面取得了许多突破性研究成果。现为IEEE终身会士（IEEE Life Fellow）、美国生物医学工程学会会士。曾任法国科技部专家委员会成员、法国国家科研中心科技委员会主席、法国国家科研署战略指导委员会成员等。1996-2000年曾担任生物医学工程领域国际核心期刊IEEE Transactions on Biomedical Engineering主编。