ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars

Ali Shafiee, Anirban Nag, Naveen Muralimanohar, Rajeev Balasubramonian, John Paul Strachan, Miao Hu, R. Stanley Williams, Vivek Srikumar. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. In 43rd ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2016, Seoul, South Korea, June 18-22, 2016. pages 14-26, IEEE, 2016. [doi]

@inproceedings{ShafieeNMBSHWS16,
  title = {ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars},
  author = {Ali Shafiee and Anirban Nag and Naveen Muralimanohar and Rajeev Balasubramonian and John Paul Strachan and Miao Hu and R. Stanley Williams and Vivek Srikumar},
  year = {2016},
  doi = {10.1109/ISCA.2016.12},
  url = {http://doi.ieeecomputersociety.org/10.1109/ISCA.2016.12},
  researchr = {https://researchr.org/publication/ShafieeNMBSHWS16},
  cites = {0},
  citedby = {0},
  pages = {14-26},
  booktitle = {43rd ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2016, Seoul, South Korea, June 18-22, 2016},
  publisher = {IEEE},
  isbn = {978-1-4673-8947-1},
}