C2PAx: Complexity-Aware Constant Parameter Approximation for Energy-Efficient Tree-Based Machine Learning Accelerators

Author:

de Abreu Brunno Alves1ORCID,Paim Guilherme1ORCID,Grellert Mateus2ORCID,Bampi Sergio1ORCID

Affiliation:

1. Graduate Program in Microelectronics (PGMICRO), Institute of Informatics (INF), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil

2. Graduate Program in Computer Science (PPGCC), Universidade Federal de Santa Catarina (UFSC), Florianópolis, Brazil

Funder

CNPq

CAPES

FAPERGS Research and Development Funding Agency

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Hardware and Architecture

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. AxASRE: A Novel Approach to Approximate Adder Synthesis Results Estimation.;2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W);2023-06

2. Compact CMOS-Compatible Majority Gate Using Body Biasing in FDSOI Technology;IEEE Journal on Emerging and Selected Topics in Circuits and Systems;2023-03

3. An Energy-Efficient StEFCal VLSI Design with Approximate Squarer and Divider Units;2023 IEEE 14th Latin America Symposium on Circuits and Systems (LASCAS);2023-02-27

4. VLSI Architectures of Approximate Arithmetic Units Applied to Parallel Sensors Calibration;IEEE Transactions on Circuits and Systems I: Regular Papers;2023

5. AppGNN;Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design;2022-10-30

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