2017高效率神经网络设计国际研讨会 The International Workshop on Highly Efficient Neural Networks Design

征稿已开启

已截稿

注册已开启

已截止

活动简介

The International Workshop on Highly Efficient Neural Networks Design is a forum for presentations of state-of-the-art research in highly efficient neural networks design. The workshop will combine both keynote/invited oral presentations and posters of the papers accepted from regular submissions. Embedded deep learning design contest (EDLDC) is held in conjunction with HENND workshop.

征稿信息

征稿范围

We invite submissions of poster papers related to (but not limited to) the following topics:

Algorithm optimization (e.g., faster R-CNN, YOLO v2, SSD, etc. for object detection)
Model compression (e.g., pruning, low rank approximation, etc.)
Deep learning framework (e.g., Caffe2 or TensorFlow framework for mobile and embedded systems)
On-device training (e.g., training neural networks on mobile devices like federated learning in Google)
CPU/DSP/GPU architecture enhancements for neural networks (e.g., matrix multiplication co-processor for neural network acceleration like Tensor Core in V100)
FPGA/ASIC accelerators for neural networks (e.g., zero-aware low precision CNN/RNN accelerator)