Title | Design techniques of eNVM-enabled neuromorphic computing systems |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | C Song, B Liu, C Liu, H Li, and Y Chen |
Conference Name | Proceedings of the 34th Ieee International Conference on Computer Design, Iccd 2016 |
Date Published | 11/2016 |
Abstract | The recently emerged research on 'neuromorphic computing', which stands for hardware acceleration of brain-inspired computing, has become one of the most active research areas in computer engineering. In this invited paper, we start with a background introduction of neuromorphic computing, followed by some examples of hardware acceleration schemes of learning and neural network algorithms on emerging nonvolatile memory (eNVM)-based neuromorphic computing engine. At the end, we share our prospects on the future technology challenges and advances of neuromorphic computing. |
DOI | 10.1109/ICCD.2016.7753356 |