Zobrazeno 1 - 10
of 153
pro vyhledávání: '"Davoodi, Azadeh"'
Autor:
Zhang, Lizi, Davoodi, Azadeh
There has been significant recent progress to reduce the computational effort of static IR drop analysis using neural networks, and modeling as an image-to-image translation task. A crucial issue is the lack of sufficient data from real industry desi
Externí odkaz:
http://arxiv.org/abs/2408.03292
This paper presents a novel approach to network pruning, targeting block pruning in deep neural networks for edge computing environments. Our method diverges from traditional techniques that utilize proxy metrics, instead employing a direct block rem
Externí odkaz:
http://arxiv.org/abs/2312.16904
Autor:
Rai, Shubham, Neto, Walter Lau, Miyasaka, Yukio, Zhang, Xinpei, Yu, Mingfei, Fujita, Qingyang Yi Masahiro, Manske, Guilherme B., Pontes, Matheus F., Junior, Leomar S. da Rosa, de Aguiar, Marilton S., Butzen, Paulo F., Chien, Po-Chun, Huang, Yu-Shan, Wang, Hoa-Ren, Jiang, Jie-Hong R., Gu, Jiaqi, Zhao, Zheng, Jiang, Zixuan, Pan, David Z., de Abreu, Brunno A., Campos, Isac de Souza, Berndt, Augusto, Meinhardt, Cristina, Carvalho, Jonata T., Grellert, Mateus, Bampi, Sergio, Lohana, Aditya, Kumar, Akash, Zeng, Wei, Davoodi, Azadeh, Topaloglu, Rasit O., Zhou, Yuan, Dotzel, Jordan, Zhang, Yichi, Wang, Hanyu, Zhang, Zhiru, Tenace, Valerio, Gaillardon, Pierre-Emmanuel, Mishchenko, Alan, Chatterjee, Satrajit
Logic synthesis is a fundamental step in hardware design whose goal is to find structural representations of Boolean functions while minimizing delay and area. If the function is completely-specified, the implementation accurately represents the func
Externí odkaz:
http://arxiv.org/abs/2012.02530
The deployment of Convolutional Neural Networks (CNNs) on resource constrained platforms such as mobile devices and embedded systems has been greatly hindered by their high implementation cost, and thus motivated a lot research interest in compressin
Externí odkaz:
http://arxiv.org/abs/1908.03266
Publikováno v:
In Integration March 2023 89:47-55
Design rule check is a critical step in the physical design of integrated circuits to ensure manufacturability. However, it can be done only after a time-consuming detailed routing procedure, which adds drastically to the time of design iterations. W
Externí odkaz:
http://arxiv.org/abs/1811.04151
The ability to customize a trained Deep Neural Network (DNN) locally using user-specific data may greatly enhance user experiences, reduce development costs, and protect user's privacy. In this work, we propose to incorporate a novel Mixture of Exper
Externí odkaz:
http://arxiv.org/abs/1811.00056
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Akademický článek
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