Abstract
Advances in artificial intelligence and machine learning are motivating researchers to design and build new chips to support different computing models.
- Caulfield, A., Chung, E., Putnam, A., Angepat, H., Fowers, J., Haselman, M., Heil, S., Humphrey, M., Kaur, P., Kim, J.Y., Lo, D., Massengill, T., Ovtcharov, K., Papamichael, M., Woods, L., Lanka, S., Chiou, D., and Burger, D. A Cloud-Scale Acceleration Architecture, October 15, 2016. Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, IEEE Computer Society. https://www.microsoft.com/en-us/research/publication/configurable-cloud-acceleration/Google Scholar
- Samel, B., Mahajan, S., and Ingole, A.M. GPU Computing and Its Applications, International Research Journal of Engineering and Technology (IRJET). Volume: 03 Issue: 04, Apr-2016. https://www.irjet.net/archives/V3/i4/IRJET-V3I4357.pdfGoogle Scholar
- Shafiee, A., Nag, A., Muralimanohar, N., Balasubramonian, R., Strachan, J.P., Hu, M., Williams, S.R., and Srikumar, V. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA), pp. 14-26, 2016, ISSN 1063-6897. http://ieeexplore.ieee.org/document/7446049/citations Google ScholarDigital Library
- Shirahata, K., Tomita, Y., and Ike, A. Memory reduction method for deep neural network training, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP), 2016, pp. 1-6. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7738869&isnumber=7738802Google ScholarCross Ref
Index Terms
- Making chips smarter
Recommendations
Making intelligence smarter
Critical challenges 2002After a decade of drift in which intelligence agencies seemed to be casting about for a mission worthy of their big budgets, they have at last found one. But in adapting to global terrorism inspired by Islamist fundamentalism, those agencies will be ...
Comments