Results 31 to 40 of about 46,646 (266)

A Real-Time Naive Bayes Classifier Accelerator on FPGA

IEEE Access, 2020
In this paper, we propose a real-time hardware naive Bayes classifier (NBC) which is implemented on field programmable gate array (FPGA). We first use logarithm transformation based look-up table and float-to-fixed point process to simplify the ...
Zhen Xue, Jizeng Wei, Wei Guo
doaj   +1 more source

Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes [PDF]

, 2014
The ongoing hardware evolution exhibits an escalation in the number, as well as in the heterogeneity, of computing resources. The pressure to maintain reasonable levels of performance and portability forces application developers to leave the traditional
Bosilca, George, Faverge, Mathieu, Lacoste, Xavier, Ramet, Pierre, Thibault, Samuel   +4 more
core   +6 more sources

Hardware Accelerators for Elliptic Curve Cryptography [PDF]

Advances in Radio Science, 2008
In this paper we explore different hardware accelerators for cryptography based on elliptic curves. Furthermore, we present a hierarchical multiprocessor system-on-chip (MPSoC) platform that can be used for fast integration and evaluation of novel ...
C. Puttmann, J. Shokrollahi, M. Porrmann, U. Rückert   +3 more
doaj  

A new design approach of hardware implementation through natural language entry

IET Collaborative Intelligent Manufacturing, 2023
OpenAI's ChatGPT (GPT‐4) ushers in a superior mode of computer interaction through natural language dialogues. Notably, it generates not only engaging dialogues but also codes aligned to queries and requirements.
Kaiyuan Yang, Haotian Liu, Yuqin Zhao, Tiantai Deng   +3 more
doaj   +1 more source

Using HW/SW Codesign for Deep Neural Network Hardware Accelerator Targeting Low-Resources Embedded Processors

IEEE Access, 2022
The usage of RISC-based embedded processors, aimed at low cost and low power, is becoming an increasingly popular ecosystem for both hardware and software development.
Erez Manor, Shlomo Greenberg
doaj   +1 more source

Hardware Acceleration

, 2023
AbstractWith Moore’s law and Dennard’s scaling no longer fueling the improvement in computing performance, new avenues for increasing performance are needed. Hardware acceleration is one avenue where many researchers and industrial parties are working and investing.
openaire   +1 more source

HPC Accelerators with 3D Memory [PDF]

, 2016
Artículo invitado, publicado en las actas del congreso por IEEE Society Press. Páginas 320 a 328. ISBN: 978-1-5090-3593-9.DOI 10.1109/CSE-EUC-DCABES-2016.203After a decade evolving in the High Performance Computing arena, GPU-equipped supercomputers have
Ujaldon-Martinez, Manuel
core   +1 more source

A Novel Two-Level Protection Scheme against Hardware Trojans on a Reconfigurable CNN Accelerator

Cryptography
With the boom in artificial intelligence (AI), numerous reconfigurable convolution neural network (CNN) accelerators have emerged within both industry and academia, aiming to enhance AI computing capabilities.
Zichu Liu, Jia Hou, Jianfei Wang, Chen Yang   +3 more
doaj   +1 more source

Photonic matrix multiplication lights up photonic accelerator and beyond

Light: Science & Applications, 2022
This review summarizes the advances of photonic accelerators from the viewpoint of photonic matrix multiplication, providing a guidance for all-optical or optoelectronic-hybrid AI hardware chip system.
Hailong Zhou, Jianji Dong, Junwei Cheng, Wenchan Dong, Chaoran Huang, Yichen Shen, Qiming Zhang, Min Gu, Chao Qian, Hongsheng Chen, Zhichao Ruan, Xinliang Zhang   +11 more
doaj   +1 more source

Hardware Trojan Attacks on the Reconfigurable Interconnections of Field-Programmable Gate Array-Based Convolutional Neural Network Accelerators and a Physically Unclonable Function-Based Countermeasure Detection Technique

Micromachines
Convolutional neural networks (CNNs) have demonstrated significant superiority in modern artificial intelligence (AI) applications. To accelerate the inference process of CNNs, reconfigurable CNN accelerators that support diverse networks are widely ...
Jia Hou, Zichu Liu, Zepeng Yang, Chen Yang   +3 more
doaj   +1 more source