Suivre
Soheil Ghiasi
Soheil Ghiasi
Professor, University of California, Davis
Adresse e-mail validée de ucdavis.edu - Page d'accueil
Titre
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Année
Optimal energy aware clustering in sensor networks
S Ghiasi, A Srivastava, X Yang, M Sarrafzadeh
Sensors 2 (7), 258-269, 2002
5722002
Hardware-oriented approximation of convolutional neural networks
P Gysel, M Motamedi, S Ghiasi
arXiv preprint arXiv:1604.03168, 2016
4132016
Ristretto: A framework for empirical study of resource-efficient inference in convolutional neural networks
P Gysel, J Pimentel, M Motamedi, S Ghiasi
IEEE transactions on neural networks and learning systems 29 (11), 5784-5789, 2018
3382018
Design space exploration of FPGA-based deep convolutional neural networks
M Motamedi, P Gysel, V Akella, S Ghiasi
2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC), 575-580, 2016
2642016
Cnndroid: Gpu-accelerated execution of trained deep convolutional neural networks on android
SS Latifi Oskouei, H Golestani, M Hashemi, S Ghiasi
Proceedings of the 24th ACM international conference on Multimedia, 1201-1205, 2016
1342016
A unified theory of timing budget management
S Ghiasi, E Bozorgzadeh, PK Huang, R Jafari, M Sarrafzadeh
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2006
842006
An optimal algorithm for minimizing run-time reconfiguration delay
S Ghiasi, A Nahapetian, M Sarrafzadeh
ACM Transactions on Embedded Computing Systems (TECS) 3 (2), 237-256, 2004
792004
Machine intelligence on resource-constrained IoT devices: The case of thread granularity optimization for CNN inference
M Motamedi, D Fong, S Ghiasi
ACM Transactions on Embedded Computing Systems (TECS) 16 (5s), 1-19, 2017
452017
PLACID: A platform for FPGA-based accelerator creation for DCNNs
M Motamedi, P Gysel, S Ghiasi
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2017
402017
Optimal integer delay budgeting on directed acyclic graphs
E Bozorgzadeh, S Ghiasi, A Takahashi, M Sarrafzadeh
Proceedings of the 40th annual Design Automation Conference, 920-925, 2003
382003
ABM-SpConv: A novel approach to FPGA-based acceleration of convolutional neural network inference
D Wang, K Xu, Q Jia, S Ghiasi
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
352019
Fast and energy-efficient CNN inference on IoT devices
M Motamedi, D Fong, S Ghiasi
arXiv preprint arXiv:1611.07151, 2016
352016
Streaming solutions for fine-grained network traffic measurements and analysis
F Khan, N Hosein, S Ghiasi, CN Chuah, P Sharma
IEEE/ACM Transactions On Networking 22 (2), 377-390, 2013
342013
Innovate or perish: FPGA physical design
T Taghavi, S Ghiasi, A Ranjan, S Raje, M Sarrafzadeh
Proceedings of the 2004 international symposium on Physical design, 148-155, 2004
302004
DSP-efficient hardware acceleration of convolutional neural network inference on FPGAs
D Wang, K Xu, J Guo, S Ghiasi
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
292020
Recovering the fetal signal in transabdominal fetal pulse oximetry
DD Fong, A Knoesen, M Motamedi, T O'Neill, S Ghiasi
Smart Health 9, 23-36, 2018
292018
Adaptive electrocardiogram feature extraction on distributed embedded systems
R Jafari, H Noshadi, S Ghiasi, M Sarrafzadeh
IEEE transactions on parallel and distributed systems 17 (8), 797-807, 2006
292006
Optimal reconfiguration sequence management
S Ghiasi, M Sarrafzadeh
Proceedings of the 2003 Asia and South Pacific Design Automation Conference …, 2003
292003
Design and In Vivo Evaluation of a Non-Invasive Transabdominal Fetal Pulse Oximeter
DD Fong, KJ Yamashiro, K Vali, LA Galganski, J Thies, R Moeinzadeh, ...
IEEE Transactions on Biomedical Engineering 68 (1), 256-266, 2020
272020
Cappuccino: Efficient CNN inference software synthesis for mobile system-on-chips
M Motamedi, D Fong, S Ghiasi
IEEE Embedded Systems Letters 11 (1), 9-12, 2018
272018
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