M. Hassan Najafi

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David J. LiljaProfessor Emeritus of Electrical and Computer Engineering, University of MinnesotaVerifierad e-postadress på umn.edu
Mohsen ImaniAssistant Professor, University of California IrvineVerifierad e-postadress på uci.edu
Sercan AygunAssistant Professor, University of Louisiana at LafayetteVerifierad e-postadress på louisiana.edu
Kia BazarganAssociate Professor of ECE, University of MinnesotaVerifierad e-postadress på umn.edu
Marc RiedelFull Professor of Electrical and Computer Engineering, University of MinnesotaVerifierad e-postadress på umn.edu
Bingzhe LiAssistant Professor of Computer Science, University of Texas at DallasVerifierad e-postadress på utdallas.edu
Nima TaheriNejadFull Professor (W3), Heidelberg UniversityVerifierad e-postadress på ziti.uni-heidelberg.de
Mohsen Riahi AlamResearch Scholar at University of Louisiana at LafayetteVerifierad e-postadress på louisiana.edu
Mehran Shoushtari MoghadamResearch Assistant, ECSE Department, Case Western Reserve UniversityVerifierad e-postadress på case.edu
Sina AsadiFaculty member of Electrical and Computer Engineering , University of Louisiana at LafayetteVerifierad e-postadress på louisiana.edu
Ahmad KhonsariAssociate Professor: ECE Department -The University of TehranVerifierad e-postadress på ut.ac.ir
Seyedeh Newsha EstiriPh.D. Student, University of LouisianaVerifierad e-postadress på louisiana.edu
Ramesh HarjaniE. F. Johnson Professor, Electrical & Computer Engineering, University of MinnesotaVerifierad e-postadress på umn.edu
Reza HojabrQualcomm AI ResearchVerifierad e-postadress på qti.qualcomm.com
Faeze S. BanitabaPhD Candidate at University of LouisianaVerifierad e-postadress på louisiana.edu
Mahdi FazeliAssociate Professor, School of Information Technology, Halmstad UniversityVerifierad e-postadress på hh.se

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M. Hassan Najafi

Assistant Professor, ECSE Department, Case Western Reserve University

Verifierad e-postadress på case.edu - Startsida

Stochastic Computing Hyperdimensional Computing Low Power VLSI Design Computer Architecture


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	86	2022
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	84	2015
Performing Stochastic Computation Deterministically MH Najafi, D Jenson, M Riedel, DJ Lilja Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, 2019	83	2019
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	82	2019
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	82	2018
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	78	2016
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	77	2017
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	74	2018
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	55	2019
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	44	2015
High Quality Down-Sampling For Deterministic Approaches to Stochastic Computing MH Najafi, DJ Lilja IEEE Transactions on Emerging Topics in Computing, 2018	36	2018
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	34	2018
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	32	2021
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	29	2022
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	26	2020
Sorting in memristive memory M Riahi Alam, MH Najafi, N TaheriNejad ACM Journal on Emerging Technologies in Computing Systems (JETC), 2022	25	2022
Learning from Hypervectors: A Survey on Hypervector Encoding S Aygun, M Shooshtari Moghadam, MH Najafi, M Imani arXiv preprint arXiv:2308.00685, 1-14, 2023	24	2023
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder Z Zou, Y Kim, MH Najafi, M Imani The 2021 Design, Automation, and Test in Europe (DATE), 2021	24	2021
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	23	2017
High-Speed Stochastic Circuits Using Synchronous Analog Pulses MH Najafi, DJ Lilja ASP-DAC 2017, 22nd Asia and South Pacific Design Automation Conference, 2017	23	2017

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