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pro vyhledávání: '"Langlois J"'
This letter introduces a framework for the automatic generation of hardware cores for Artificial Neural Network (ANN)-based chaotic oscillators. The framework trains the model to approximate a chaotic system, then performs design space exploration yi
Externí odkaz:
http://arxiv.org/abs/2407.19165
Multipliers are widely-used arithmetic operators in digital signal processing and machine learning circuits. Due to their relatively high complexity, they can have high latency and be a significant source of power consumption. One strategy to allevia
Externí odkaz:
http://arxiv.org/abs/2310.10053
The P4 language has drastically changed the networking field as it allows to quickly describe and implement new networking applications. Although a large variety of applications can be described with the P4 language, current programmable switch archi
Externí odkaz:
http://arxiv.org/abs/2103.07750
Convolutional Neural Networks (CNNs) have proven to be extremely accurate for image recognition, even outperforming human recognition capability. When deployed on battery-powered mobile devices, efficient computer architectures are required to enable
Externí odkaz:
http://arxiv.org/abs/2010.00627
Autor:
Luinaud, Thomas, Stimpfling, Thibaut, da Silva, Jeferson Santiago, Savaria, Yvon, Langlois, J. M. Pierre
The emergence of P4, a domain specific language, coupled to PISA, a domain specific architecture, is revolutionizing the networking field. P4 allows to describe how packets are processed by a programmable data plane, spanning ASICs and CPUs, implemen
Externí odkaz:
http://arxiv.org/abs/2004.07733
The success of neural networks in image classification has inspired various hardware implementations on embedded platforms such as Field Programmable Gate Arrays, embedded processors and Graphical Processing Units. These embedded platforms are constr
Externí odkaz:
http://arxiv.org/abs/2002.09794
Convolutional Neural Networks (CNNs) have shown outstanding accuracy for many vision tasks during recent years. When deploying CNNs on portable devices and embedded systems, however, the large number of parameters and computations result in long proc
Externí odkaz:
http://arxiv.org/abs/2002.07711
Autor:
Omorou, A.Y., Langlois, J., Böhme, P., Legrand, K., Muller, L., Saez, L., Pourcher- Lambolez, C., Spitz, E., Briançon, S., Lecomte, E.
Publikováno v:
In Public Health August 2023 221:79-86
High-Level Synthesis (HLS) brings FPGAs to audiences previously unfamiliar to hardware design. However, achieving the highest Quality-of-Results (QoR) with HLS is still unattainable for most programmers. This requires detailed knowledge of FPGA archi
Externí odkaz:
http://arxiv.org/abs/1903.06693
Autor:
Omorou, A.Y., Manneville, F., Achit, H., Langlois, J., Legrand, K., Lecomte, E., Briançon, S.
Publikováno v:
In Public Health February 2023 215:75-82