no code implementations • 31 Jan 2022 • Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesus A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
Analog crossbar arrays comprising programmable nonvolatile resistors are under intense investigation for acceleration of deep neural network training.
no code implementations • 24 Jul 2019 • Hyungjun Kim, Malte Rasch, Tayfun Gokmen, Takashi Ando, Hiroyuki Miyazoe, Jae-Joon Kim, John Rozen, Seyoung Kim
By using this zero-shifting method, we show that network performance dramatically improves for imbalanced synapse devices.