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M. Hassan Najafi
M. Hassan Najafi
Assistant Professor, Center for Advanced Computer Studies, University of Louisiana
Verified email at louisiana.edu - Homepage
Title
Cited by
Cited by
Year
A Fast Fault-Tolerant Architecture for Sauvola Local Image Thresholding Algorithm Using Stochastic Computing
MH Najafi, ME Salehi
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on 24 (2†…, 2015
792015
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing
SR Faraji, MH Najafi, B Li, K Bazargan, DJ Lilja
The 2019 Design, Automation, and Test in Europe (DATE), 2019
772019
Low Cost Sorting Network Circuits using Unary Processing
MH Najafi, DJ Lilja, M Riedel, K Bazargan
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, 2018
752018
Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier
B Li, MH Najafi, DJ Lilja
FPGA 2016, 24th ACM/SIGDA International Symposium on Field-Programmable Gate†…, 2016
752016
Performing Stochastic Computation Deterministically
MH Najafi, D Jenson, M Riedel, DJ Lilja
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, 2019
742019
Time-Encoded Values for Highly Efficient Stochastic Circuits
MH Najafi, S Jamali-Zavareh, DJ Lilja, M Riedel, K Bazargan, R Harjani
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, 14, 2017
702017
Deterministic Methods for Stochastic Computing using Low-Discrepancy Sequences
MH Najafi, DJ Lilja, M Riedel
ICCAD 2018, The 37th IEEE/ACM International Conference on Computer-Aided Design, 2018
672018
Graphd: Graph-based hyperdimensional memorization for brain-like cognitive learning
P Poduval, H Alimohamadi, A Zakeri, F Imani, MH Najafi, T Givargis, ...
Frontiers in Neuroscience 16, 757125, 2022
622022
SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks
R Hojabr, K Givaki, SMR Tayaranian, P Esfahanian, A Khonsari, ...
The 56th Design Automation Conference (DAC), 2019
532019
An FPGA Implementation of a Restricted Boltzmann Machine Classifier Using Stochastic Bit Streams
B Li, MH Najafi, DJ Lilja
ASAP 2015, Application-specific Systems, Architectures and Processors, 26th†…, 2015
392015
Quantized Neural Networks with New Stochastic Multipliers
B Li, MH Najafi, B Yuan, DJ Lilja
Quality Electronic Design (ISQED), 2018 19th International Symposium on, 2018
342018
High Quality Down-Sampling For Deterministic Approaches to Stochastic Computing
MH Najafi, DJ Lilja
IEEE Transactions on Emerging Topics in Computing, 2018
322018
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data
P Poduval, Z Zou, MH Najafi, H Homayoun, M Imani
Proceedings of the 58th IEEE/ACM Design Automation Conference (DAC), 2021
272021
Memory-inspired spiking hyperdimensional network for robust online learning
Z Zou, H Alimohamadi, A Zakeri, F Imani, Y Kim, MH Najafi, M Imani
Scientific reports 12 (1), 7641, 2022
232022
High-Speed Stochastic Circuits Using Synchronous Analog Pulses
MH Najafi, DJ Lilja
ASP-DAC 2017, 22nd Asia and South Pacific Design Automation Conference, 2017
232017
Sorting in memristive memory
M Riahi Alam, MH Najafi, N TaheriNejad
ACM Journal on Emerging Technologies in Computing Systems (JETC), 2022
222022
A Reconfigurable Architecture with Sequential Logic-based Stochastic Computing
MH Najafi, P Li, DJ Lilja, W Qian, K Bazargan, M Riedel
ACM Journal on Emerging Technologies in Computing Systems, 2017
222017
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks
B Li, MH Najafi, DJ Lilja
ACM Journal on Emerging Technologies in Computing Systems, 2019
212019
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks
B Li, MH Najafi, DJ Lilja
US Patent App. 62/817,343, 2019
212019
SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing
S Gupta, M Imani, J Sim, A Huang, F Wu, MH Najafi, T Rosing
The 2020 Design, Automation, and Test in Europe (DATE), 2020
202020
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