Kamel ABDELOUAHAB

Research group on Embedded Architecture for Multisensing

Institut Pascal - CNRS UMR 6602
Institut Pascal
Avenue Blaise Pascal
63178 AUBIERE CEDEX
France

Kamel ABDELOUAHAB
(alumni since 01/01/2019)

Doctoral student
DREAM, ISPR

ke.abdelouahab@-Code to remove to avoid SPAM-gmail.com

Portfolio

 

Publications

Journal articles

2017

ref_biblio
K. Abdelouahab, M. Pelcat, J. Sérot, C. Bourrasset, and F. Berry, "Tactics to Directly Map CNN graphs on Embedded FPGAs," IEEE Embedded Systems Letters, vol. 9, no. 4, pp. 113 - 116, 2017. <10.1109/LES.2017.2743247>. <hal-01626462>.

Conference papers

2018

ref_biblio
K. Abdelouahab, M. Pelcat, and F. Berry, "The Challenge of Multi-Operand Adders in CNNs on FPGAs: How Not to Solve It!," in 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS '18), Pythagorion, Greece, Jul. 2018, pp. 157-160. <10.1145/3229631.3235024>. <hal-01902952>.

2017

ref_biblio
K. Abdelouahab, M. Pelcat, and F. Berry, "PhD Forum: Why TanH can be a Hardware Friendly Activation Function for CNNs," in Proceedings of the 11th International Conference on Distributed Smart Cameras - ICDSC 2017, Stanford, CA, United States, Sep. 2017. <hal-01654697>.
ref_biblio
K. E. Abdelouahab, M. Pelcat, J. Sérot, F. Berry, and J.-C. Quinton, "Direct Hardware Mapping of CNNs on FPGA-Based Smart Cameras," in Workshop on Architecture of Smart Cameras, Cordoba, Spain, Jun. 2017. <hal-01967273>.

2016

ref_biblio
K. Abdelouahab, F. Berry, and M. Pelcat, "Propagation of Quantification Error Over Convolutional Neural Network layers: PhD Forum," in Proceedings of the 10th International Conference on Distributed Smart Camera, Paris, France, 2016, pp. 226--227. <hal-01626467>.
ref_biblio
K. E. Abdelouahab, C. Bourrasset, M. Pelcat, F. Berry, J.-C. Quinton, and J. Sérot, "A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA," in Proceedings of the 10th International Conference on Distributed Smart Cameras - ICDSC'16, Paris, France, Sep. 2016. <hal-01415955>.

Reports

2017

ref_biblio
K. Abdelouahab, M. Pelcat, J. Sérot, F. Berry, C. Bourrasset, and J.-C. Quinton, "Hardware Automated Datafow Deployment of CNNs," unpublished, May. 2017. <hal-01519524>.
ref_biblio
M. Dejean-Servières, K. Desnos, K. Abdelouahab, W. Hamidouche, L. Morin, and M. Pelcat, "Study of the Impact of Standard Image Compression Techniques on Performance of Image Classification with a Convolutional Neural Network," unpublished, Dec. 2017. <hal-01725126>.

Preprints, Working Papers, ...

2018

ref_biblio
K. Abdelouahab, M. Pelcat, F. Berry, and J. Sérot, "Accelerating CNN inference on FPGAs: A Survey," unpublished, Mar. 2018. <hal-01695375>.