訊息公告

【SEMINAR】網工所論文研討3/16(三), TOPIC: Neural Network Architecture Design and Applications

Time: 3/16(Wed) 3.30-5:00 PM

Location: EC122

 

  1. 演講主題:

Neural Network Architecture Design and Applications

 

  1.  演講大綱:

We will present a new metric for neural network architecture design. Besides traditional model size and GFLOPs, we show that DRAM access traffic is an important factor. Accordingly, we propose a new Harmonically Dense Connected Network (HarDNet). HarDNet-powered application networks show State-Of-The-Art performance in real-time semantic segmentation, colonoscopy polyp segmentation, and MRI tumor segmentation.

 

  1. 講者資訊:

Youn-Long Lin is a professor of Computer Science, at National Tsing Hua University and Chairman & CEO of Neuchips Corp., which he founded in 2019. His research includes design automation of VLSI, video codec circuit design, and neural network architecture design and applications.  He also co-founded Global Unichip Corp. in 1998. He received his Ph.D. from the University of Illinois at Urbana-Champaign in 1987.