Zobrazeno 1 - 10
of 280
pro vyhledávání: '"El-Ghazawi Tarek"'
Autor:
Ye Jiachi, Shen Chen, Peserico Nicola, Meng Jiawei, Ma Xiaoxuan, Nouri Behrouz Movahhed, Popescu Cosmin-Constantin, Hu Juejun, Kang Haoyan, Wang Hao, El-Ghazawi Tarek, Dalir Hamed, Sorger Volker J.
Publikováno v:
Nanophotonics, Vol 13, Iss 12, Pp 2231-2239 (2024)
Solving mathematical equations faster and more efficiently has been a Holy Grail for centuries for scientists and engineers across all disciplines. While electronic digital circuits have revolutionized equation solving in recent decades, it has becom
Externí odkaz:
https://doaj.org/article/1b928bb1c794435a8f16af7c1958ce59
The increasing demand for deploying large Mixture-of-Experts (MoE) models in resource-constrained environments necessitates efficient approaches to address their high memory and computational requirements challenges. Moreover, given that tasks come i
Externí odkaz:
http://arxiv.org/abs/2407.14417
Autor:
Ferreira de Lima Thomas, Tait Alexander N., Mehrabian Armin, Nahmias Mitchell A., Huang Chaoran, Peng Hsuan-Tung, Marquez Bicky A., Miscuglio Mario, El-Ghazawi Tarek, Sorger Volker J., Shastri Bhavin J., Prucnal Paul R.
Publikováno v:
Nanophotonics, Vol 9, Iss 13, Pp 4055-4073 (2020)
Microelectronic computers have encountered challenges in meeting all of today’s demands for information processing. Meeting these demands will require the development of unconventional computers employing alternative processing models and new devic
Externí odkaz:
https://doaj.org/article/3b6f4416228740bd8d098767b133457f
Autor:
Shen, Chen, Peserico, Nicola, Meng, Jiawei, Ma, Xiaoxuan, Nouri, Behrouz Movahhed, Popescu, Cosmin-Constantin, Hu, Juejun, El-Ghazawi, Tarek, Dalir, Hamed, Sorger, Volker J.
Solving mathematical equations faster and more efficiently has been a Holy Grail for centuries for scientists and engineers across all disciplines. While electronic digital circuits have revolutionized equation solving in recent decades, it has becom
Externí odkaz:
http://arxiv.org/abs/2208.03588
Multi-access Edge Computing (MEC) is an emerging computing paradigm that extends cloud computing to the network edge to support resource-intensive applications on mobile devices. As a crucial problem in MEC, service migration needs to decide how to m
Externí odkaz:
http://arxiv.org/abs/2012.08679
Autor:
Miscuglio, Mario, Gui, Yaliang, Ma, Xiaoxuan, Sun, Shuai, El-Ghazawi, Tarek, Itoh, Tatsuo, Alù, Andrea, Sorger, Volker J.
Analog photonic solutions offer unique opportunities to address complex computational tasks with unprecedented performance in terms of energy dissipation and speeds, overcoming current limitations of modern computing architectures based on electron f
Externí odkaz:
http://arxiv.org/abs/2007.05380
Over the past decade alternative technologies have gained momentum as conventional digital electronics continue to approach their limitations, due to the end of Moore's Law and Dennard Scaling. At the same time, we are facing new application challeng
Externí odkaz:
http://arxiv.org/abs/2006.08533
A content addressable memory (CAM) is a type of memory that implements a parallel search engine at its core. A CAM takes as an input a value and outputs the address where this value is stored in case of a match. CAMs are used in a wide range of appli
Externí odkaz:
http://arxiv.org/abs/1912.02220
Neural Networks (NNs) have become the mainstream technology in the artificial intelligence (AI) renaissance over the past decade. Among different types of neural networks, convolutional neural networks (CNNs) have been widely adopted as they have ach
Externí odkaz:
http://arxiv.org/abs/1906.10487
Autor:
Amin, Rubab, George, Jonathan, Sun, Shuai, de Lima, Thomas Ferreira, Tait, Alexander N., Khurgin, Jacob, Miscuglio, Mario, Shastri, Bhavin J., Prucnal, Paul. R., El-Ghazawi, Tarek, Sorger, Volker J.
Recently integrated optics has become an intriguing platform for implementing machine learning algorithms and inparticular neural networks. Integrated photonic circuits can straightforwardly perform vector-matrix multiplicationswith high efficiency a
Externí odkaz:
http://arxiv.org/abs/1906.00017