Rawan Naous
Rawan Naous
Verified email at berkeley.edu
TitleCited byYear
Memristors empower spiking neurons with stochasticity
M Al-Shedivat, R Naous, G Cauwenberghs, KN Salama
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 5 (2 …, 2015
552015
Stochasticity Modeling in Memristors
R Naous, M Al-Shedivat, KN Salama
IEEE Transactions on Nanotechnology, 2016
452016
A configurable multi-ported register file architecture for soft processor cores
MAR Saghir, R Naous
International Workshop on Applied Reconfigurable Computing, 14-25, 2007
342007
Single-readout high-density memristor crossbar
MA Zidan, H Omran, R Naous, A Sultan, HAH Fahmy, WD Lu, KN Salama
Scientific reports 6, 18863, 2016
262016
Memristor-based neural networks: Synaptic versus neuronal stochasticity
R Naous, M AlShedivat, E Neftci, G Cauwenberghs, KN Salama
AIP Advances 6 (11), 111304, 2016
152016
Inherently stochastic spiking neurons for probabilistic neural computation
M Al-Shedivat, R Naous, E Neftci, G Cauwenberghs, KN Salama
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 356-359, 2015
142015
gTBS: a green Task-Based sensing for energy efficient wireless sensor networks
A Alhalafi, L Sboui, R Naous, B Shihada
Proc. of the IEEE Conference on Computer Communications Workshops (INFOCOM …, 2016
122016
Memristor based crossbar memory array sneak path estimation
R Naous, MA Zidan, A Sultan-Salem, KN Salama
2014 14th International Workshop on Cellular Nanoscale Networks and their …, 2014
112014
Pilot assisted readout for passive memristor crossbars
KNS Rawan Naous, Mohamed Affan Zidan, Ahmed Sultan
Microelectronics Journal, 2016
82016
Stochastic synaptic plasticity with memristor crossbar arrays
R Naous, M Al-Shedivat, E Neftci, G Cauwenberghs, KN Salama
2016 IEEE International Symposium on Circuits and Systems (ISCAS), 2078-2081, 2016
82016
Approximate computing with stochastic memristors
R Naous, KN Salama
CNNA 2016; 15th International Workshop on Cellular Nanoscale Networks and …, 2016
62016
Von-neumann and beyond: Memristor architectures
R Naous
32017
Structured Deep Neural Network Pruning via Matrix Pivoting
R Sredojevic, S Cheng, L Supic, R Naous, V Stojanovic
arXiv preprint arXiv:1712.01084, 2017
22017
Design and Analysis of 2T-2M Ternary Content Addressable Memories
MA Bahloul, ME Fouda, R Naous, MA Zidan, AM Eltawil, F Kurdahi, ...
22017
Channel equalization techniques for non-volatile memristor memories
R Naous, MA Zidan, A Sultan, KN Salama
2016 Annual Conference on Information Science and Systems (CISS), 111-116, 2016
22016
Approximate computing with stochastic transistors’ voltage over-scaling
R Li, R Naous, H Fariborzi, KN Salama
IEEE Access 7, 6373-6385, 2018
12018
MPDCompress-Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression
L Supic, R Naous, R Sredojevic, A Faust, V Stojanovic
arXiv preprint arXiv:1805.12085, 2018
12018
Hardware emulation of memristor based ternary content addressable memory
MA Bahloul, R Naous, M Masmoudi
2017 14th International Multi-Conference on Systems, Signals & Devices (SSD …, 2017
12017
Statistical Analysis for Memristor Crossbar Memories
R NAOUS, MA ZIDAN, A SULTAN, KN SALAMA
International Journal of Unconventional Computing, 2016
12016
Tuning Algorithms and Generators for Efficient Edge Inference
R Naous, L Supic, Y Kang, R Seradejovic, A Singhani, V Stojanovic
arXiv preprint arXiv:1908.02239, 2019
2019
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