Lincoln AI Computing Survey (LAICS) Update
Not on the map. Why?
Abstract (arXiv)
This paper is an update of the survey of AI accelerators and processors from past four years, which is now called the Lincoln AI Computing Survey - LAICS (pronounced "lace"). As in past years, this paper collects and summarizes the current commercial accelerators that have been publicly announced with peak performance and peak power consumption numbers. The performance and power values are plotted on a scatter graph, and a number of dimensions and observations from the trends on this plot are again discussed and analyzed. Market segments are highlighted on the scatter plot, and zoomed plots of each segment are also included. Finally, a brief description of each of the new accelerators that have been added in the survey this year is included.
Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 4 of its 107 references that are in the map. First posted on arXiv 13 Oct 2023.
Builds on
4 of 107 references.
References · 4
- 2020Survey of Machine Learning Acceleratorscited by 29
- 2022AI and ML Accelerator Survey and Trendscited by 23
- 2021AI Accelerator Survey and Trendscited by 17
- 2018DLA: Compiler and FPGA Overlay for Neural Network Inference Accelerationcited by 13
Built on by
Citing papers per year: 2025: 1; 2026: 1.
2 papers.