Chang Gao - Assistant Professor @ TU Delft

My name is Chang Gao (高唱). I am an Assistant Professor at the Department of Microeletronics, TU Delft. Currently I am a Postdoctoral Researcher in the Sensors Group at the Institute of Neuroinformatics (INI), University of Zurich and ETH Zurich. I am designing energy-efficient AI hardware (FPGAs & ASICs) and software optimization methods for the training and inference of deep neural networks (DNNs). I am leading the Lab of Efficient circuits & systems for Machine Intelligence (EMI), TU Delft

Selected Publications

  • [TNNLS 2022] The Spartus accelerator exploiting spatio-temporal sparsity in Long Short-Term Memory (LSTM)
  • [ISSCC 2022] An ultra low power real-time keyword spotting chip
  • [FPGA 2018] The DeltaRNN accelerator exploting temporal sparsity in Gated-Recurrent Unit (GRU)
  • [ICRA 2020] A real-time end-to-end robotic control system using EdgeDRNN
  • [AICAS 2020] The EdgeDRNN accelerator (Best Paper Award)
  • [JETCAS 2020] The invited journal version of EdgeDRNN
  • [ISCAS 2019] A spoken digit recognition system using DeltaRNN and the spiking cochlea

Awards

  • [2022] Distinction of PhD Thesis by the Faculty of Science, University of Zurich (Link)
  • [2021] 2020 Chinese Government Award for Outstanding Self-finance Students Abroad (国家优秀自费留学生奖学金) (Link)
  • [2021] Misha Mahowald Prize for Neuromorphic Engineering (As a team member) (Link)
  • [2020] Best Paper Award of the IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (Link)
  • [2016] MSc Outstanding Achievement Award @ Imperial Colleage London (Link)

More About Me