My name is Fan Chen. I am a Ph.D. student in the Department of Electrical and Computer Engineering, Duke University under the supervision of Professor Yiran Chen and Hai “Helen” Li in Duke CEI Lab. My research interests include Computer Architecture, Emerging Nonvolatile Memory Technologies, e.g., racetrack memory, ReRAM, and Domain-Specific Accelerators.
May 2019: I presented an invited paper “Efficient Process-in-Memory Architecture Design for Unsupervised GAN-based Deep Learning using ReRAM” at GLSVLSI 2019, Washington, D.C., USA.
May 2019: I received a Conference Travel Fellowship ($1000) from ECE Graduate Program at Duke University.
May 2019: I received a Travel Grant ($700) from SIGDA PhD Forum at DAC 2019, Las Vegas.
Feb. 2019: Our paper “ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM” is accepted by DAC 2019.
Feb. 2019: Our paper (collaborative with Oak Ridge National Laboratory and Fermi National Accelerator Laboratory) “Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data” is accepted by ICASSP 2019.
Jun. 2018: Our paper “EMAT: An Efficient Multi-Task Architecture for Transfer Learning using ReRAM” is accepted by ICCAD 2018.
May 2018: I started my internship at Oak Ridge National Laboratory (ORNL).
Mar. 2018: Two papers got accepted by DATE 2018.
Jan. 2018: My Poster “Efficient Microarchitectural Design for Accelerating Generative Adversarial Networks” won the Best Poster Award in ASP-DAC 2018 Student Research Forum.
Jan. 2018: Our paper “Process Variation Aware Data Management for Magnetic Skyrmions Racetrack Memory” won the Best Paper Award in ASP-DAC 2018.
Dec. 2017: I received a Travel Grant ($800) from Student Research Forum at ASP-DAC 2018, Jeju Island, Korean.
Oct. 2017: I presented a poster “ReGAN: A Pipelined ReRAM-Based Accelerator for Generative Adversarial Networks” at IBM/Duke Day.
Oct. 2017: I received a Conference Travel Fellowship ($1000) from ECE Graduate Program at Duke University.
Sep. 2017: Our paper “A Pipelined ReRAM-based Accelerator for Generative Adversarial Networks” is accepted by ASP-DAC 2018.
Sep. 2017: Our paper “Process Variation Aware Data Management for Magnetic Skyrmions Racetrack Memory” is accepted by ASP-DAC 2018.