Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits-Reference-Cited by-同舟云学术

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Co-Design of Approximate Multilayer Perceptron for Ultra-Resource Constrained Printed Circuits

Published:2023-09-01 Issue:9 Volume:72 Page:2717-2725
ISSN:0018-9340
Container-title:IEEE Transactions on Computers
language:
Short-container-title:IEEE Trans. Comput.

Author:

Armeniakos Giorgos¹^ORCID,Zervakis Georgios²^ORCID,Soudris Dimitrios¹^ORCID,Tahoori Mehdi B.³^ORCID,Henkel Jörg⁴^ORCID

Affiliation:

1. School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece

2. Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

3. Chair of Dependable Nano Computing (CDNC), Department of Computer Science at KIT, Karlsruhe, Germany

4. Chair for Embedded System (CES), Department of Computer Science at KIT, Karlsruhe, Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software

Link

http://xplorestaging.ieee.org/ielx7/12/10213258/10058011.pdf?arnumber=10058011

Reference25 articles.

1. Bespoke Machine Learning Processor Development Framework on Flexible Substrates

2. Bespoke Processors for Applications with Ultra-low Area and Power Constraints

3. Printed Stochastic Computing Neural Networks

4. A hardwired machine learning processing engine fabricated with submicron metal-oxide thin-film transistors on a flexible substrate;özer;Nature Electron,2020

5. A natively flexible 32-bit Arm microprocessor

Cited by 3 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. Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers;2024 IEEE European Test Symposium (ETS);2024-05-20

2. Embedding Hardware Approximations in Discrete Genetic-Based Training for Printed MLPs;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

3. Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

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