book chapter · Cambridge University Press eBooks · 2021
The Future of Computing
Tadahiro Kuroda, Wai-Yeung Yip
Cited by 0Abstract and details only
Abstract
Chapter 4 introduces our vision of how to use TCI and TLC to enable More-than-Moore system performance leaps. It first explores how TCI can be employed to stack SRAM to offer better memory access performance than stacked DRAM for deep neural network (DNN) accelerators to enable system-level innovations and possible paradigm shifts. The idea of an electronic right brain is then introduced and its difference from an electronic left brain implemented with the conventional von Neumann computer explained. SRAM stacked on an FPGA using TCI is then proposed as an implementation of a DNN-based electronic right brain. It further describes how, by storing configuration information in the SRAM, the FPGA can be reconfigured in real time to enable virtualization of different DNNs over time and hence temporal scaling of the right-brain hardware. It then explains how this can be combined with an electronic left brain based on a von Neumann computer also enhanced by TCI to construct a complete electronic brain, and how it can be scaled both up and down to address different performance needs. The chapter concludes by exploring how such an electronic brain can support trends in the IC industry and the emerging digital society.
Cite this paper
Kuroda, T., & Yip, W.-Y. (2021). The Future of Computing. Cambridge University Press eBooks, 291–321. https://doi.org/10.1017/9781108893299.005
Kuroda, Tadahiro, and Wai-Yeung Yip. “The Future of Computing.” Cambridge University Press eBooks, 2021, pp. 291–321, https://doi.org/10.1017/9781108893299.005.
Kuroda, Tadahiro, and Wai-Yeung Yip. 2021. “The Future of Computing.” Cambridge University Press eBooks: 291–321. https://doi.org/10.1017/9781108893299.005.
Kuroda, T. and Yip, W.-Y. (2021) ‘The Future of Computing’, Cambridge University Press eBooks, pp. 291–321. Available at: https://doi.org/10.1017/9781108893299.005.
@incollection{kuroda2021future,
title = {{The Future of Computing}},
author = {Kuroda, Tadahiro and Yip, Wai-Yeung},
booktitle = {Cambridge University Press eBooks},
pages = {291--321},
year = {2021},
doi = {10.1017/9781108893299.005}
}Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.