default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDM. Hassan Najafi
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j22]Alaaddin Goktug Ayar
, Abdullah Sahruri, Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Martin Margala:
Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing. IEEE Embed. Syst. Lett. 16(2): 222-226 (2024)- [c45]Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi:
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. ASPDAC 2024: 38-45 - [c44]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. DAC 2024: 341:1-341:2 - [c43]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. DATE 2024: 1-6 - [c42]Alaaddin Goktug Ayar, Sercan Aygun, M. Hassan Najafi, Martin Margala:
Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing. ACM Great Lakes Symposium on VLSI 2024: 355-356 - [c41]Mehran Shoushtari Moghadam, Sercan Aygun, Faeze S. Banitaba, M. Hassan Najafi:
All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing. ISLPED 2024: 1-6 - [i10]Faeze S. Banitaba, Sercan Aygun, M. Hassan Najafi:
Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing. CoRR abs/2407.04861 (2024) - 2023
- [j21]Sercan Aygun, Lida Kouhalvandi, M. Hassan Najafi, Serdar Özoguz, Ece Olcay Günes:
Hardware-Software Co-Optimization of Long-Latency Stochastic Computing. IEEE Embed. Syst. Lett. 15(4): 190-193 (2023) - [j20]Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi:
No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices. IEEE Embed. Syst. Lett. 15(4): 210-213 (2023) - [j19]Paul P. Sotiriadis, Jie Han, M. Hassan Najafi, Josep Lluís Rosselló Sanz:
Guest Editorial Unconventional Computing Techniques for Emerging Technology Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 1-6 (2023) - [j18]Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Amir Hossein Jalilvand, M. Hassan Najafi, Nima TaheriNejad:
Stochastic Computing Design and Implementation of a Sound Source Localization System. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 295-311 (2023) - [j17]Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Agile Simulation of Stochastic Computing Image Processing With Contingency Tables. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3474-3478 (2023) - [j16]Kamyar Givaki, Ahmad Khonsari, MohammadHosein Gholamrezaei, Saeid Gorgin, M. Hassan Najafi:
A Generalized Residue Number System Design Approach for Ultralow-Power Arithmetic Circuits Based on Deterministic Bit-Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3787-3800 (2023) - [c40]Sercan Aygun, M. Hassan Najafi, Mohsen Imani:
A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE 2023: 1-2 - [c39]Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Reconvergent Path-aware Simulation of Bit-stream Processing. ACM Great Lakes Symposium on VLSI 2023: 225-226 - [c38]Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines. ACM Great Lakes Symposium on VLSI 2023: 273-279 - [c37]Mohsen Riahi Alam, M. Hassan Najafi, Nima TaheriNejad, Mohsen Imani, Lu Peng:
Stochastic Computing for Reliable Memristive In-Memory Computation. ACM Great Lakes Symposium on VLSI 2023: 397-401 - [c36]Travis LeCompte, Fang Qi, Xu Yuan, Nian-Feng Tzeng, M. Hassan Najafi, Lu Peng:
Graph Neural Network Assisted Quantum Compilation for Qubit Allocation. ACM Great Lakes Symposium on VLSI 2023: 415-419 - [c35]Brady Prince, M. Hassan Najafi, Bingzhe Li:
Scalable Low-Cost Sorting Network with Weighted Bit-Streams. ISQED 2023: 1-6 - [c34]Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes:
Multiplexer Optimization for Adders in Stochastic Computing. NANOARCH 2023: 18:1-18:2 - [c33]Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, Jonas I Schmidt, M. Hassan Najafi, Nima Taherinejad:
Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences. NANOARCH 2023: 27:1-27:6 - [i9]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani:
Learning from Hypervectors: A Survey on Hypervector Encoding. CoRR abs/2308.00685 (2023) - [i8]Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi:
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. CoRR abs/2309.05235 (2023) - [i7]Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi:
Sorting it out in Hardware: A State-of-the-Art Survey. CoRR abs/2310.07903 (2023) - [i6]Sercan Aygun, M. Hassan Najafi:
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. CoRR abs/2311.10277 (2023) - [i5]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. CoRR abs/2311.10778 (2023) - 2022
- [j15]Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad:
Sorting in Memristive Memory. ACM J. Emerg. Technol. Comput. Syst. 18(4): 69:1-69:21 (2022) - [j14]Peter Schober, M. Hassan Najafi, Nima TaheriNejad:
High-Accuracy Multiply-Accumulate (MAC) Technique for Unary Stochastic Computing. IEEE Trans. Computers 71(6): 1425-1439 (2022) - [j13]Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Raju Gottumukkala:
Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory. IEEE Trans. Circuits Syst. II Express Briefs 69(5): 2423-2427 (2022) - [c32]Amir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani:
A fast and low-cost comparison-free sorting engine with unary computing: late breaking results. DAC 2022: 1390-1391 - [c31]Seyedeh Newsha Estiri, Amir Hossein Jalilvand, Samaneh Naderi, M. Hassan Najafi, Mahdi Fazeli:
A Low-Cost Stochastic Computing-based Fuzzy Filtering for Image Noise Reduction. IGSC 2022: 1-6 - [c30]Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi:
Sound Source Localization Using Stochastic Computing. ICCAD 2022: 79:1-79:9 - [c29]Hanning Chen, M. Hassan Najafi, Elaheh Sadredini, Mohsen Imani:
Full Stack Parallel Online Hyperdimensional Regression on FPGA. ICCD 2022: 517-524 - 2021
- [j12]Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad:
Exact Stochastic Computing Multiplication in Memristive Memory. IEEE Des. Test 38(6): 36-43 (2021) - [j11]Kamyar Givaki, Reza Hojabr, MohammadHosein Gholamrezaei, Ahmad Khonsari, Saeid Gorgin, Dara Rahmati, M. Hassan Najafi:
High-Performance Deterministic Stochastic Computing Using Residue Number System. IEEE Des. Test 38(6): 60-68 (2021) - [j10]M. Hassan Najafi, David J. Lilja:
High Quality Down-Sampling for Deterministic Approaches to Stochastic Computing. IEEE Trans. Emerg. Top. Comput. 9(1): 7-14 (2021) - [c28]Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani:
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC 2021: 1195-1200 - [c27]Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani:
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. DATE 2021: 850-855 - [c26]Sina Asadi, M. Hassan Najafi, Mohsen Imani:
A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing. DATE 2021: 908-913 - [c25]Sina Asadi, M. Hassan Najafi, Mohsen Imani:
CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. ICCAD 2021: 1-9 - [c24]Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani:
Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH 2021: 1-6 - 2020
- [c23]Sina Asadi, M. Hassan Najafi:
Late Breaking Results: LDFSM: A Low-Cost Bit-Stream Generator for Low-Discrepancy Stochastic Computing. DAC 2020: 1-2 - [c22]Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing:
SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. DATE 2020: 1598-1601 - [c21]Sina Asadi, M. Hassan Najafi:
Accelerating Deterministic Stochastic Computing with Context-Aware Bit-stream Generator. ACM Great Lakes Symposium on VLSI 2020: 157-162 - [c20]Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad:
Exact In-Memory Multiplication Based on Deterministic Stochastic Computing. ISCAS 2020: 1-5 - [c19]Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi:
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. ISCAS 2020: 1-5 - [c18]Amir Hossein Jalilvand, M. Hassan Najafi, Mahdi Fazeli:
Fuzzy-Logic using Unary Bit-Stream Processing. ISCAS 2020: 1-5 - [c17]M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja:
Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing. ISCAS 2020: 1-5 - [c16]M. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel:
Performing Stochastic Computation Deterministically. ISCAS 2020: 1 - [i4]Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi:
TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. CoRR abs/2010.05197 (2020) - [i3]Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad:
Sorting in Memristive Memory. CoRR abs/2012.09918 (2020)
2010 – 2019
- 2019
- [j9]Bingzhe Li, M. Hassan Najafi, David J. Lilja:
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 15(2): 18:1-18:19 (2019) - [j8]M. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel:
Performing Stochastic Computation Deterministically. IEEE Trans. Very Large Scale Integr. Syst. 27(12): 2925-2938 (2019) - [c15]M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja:
Energy-Efficient Near-Sensor Convolution using Pulsed Unary Processing. ASAP 2019: 36 - [c14]Kamyar Givaki, Reza Hojabr, M. Hassan Najafi, Ahmad Khonsari, M. Hossein Gholamrezayi, Saeid Gorgin, Dara Rahmati:
Using Residue Number Systems to Accelerate Deterministic Bit-stream Multiplication. ASAP 2019: 40 - [c13]Sina Asadi, M. Hassan Najafi:
Context-Aware Number Generator for Deterministic Bit-stream Computing. ASAP 2019: 140 - [c12]Reza Hojabr, Kamyar Givaki, S. M. Reza Tayaranian, Parsa Esfahanian, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi:
SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks. DAC 2019: 132 - [c11]S. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan:
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing. DATE 2019: 1757-1762 - [c10]Bingzhe Li, Jiaxi Hu, M. Hassan Najafi, Steven J. Koester, David J. Lilja:
Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural Networks. ACM Great Lakes Symposium on VLSI 2019: 141-146 - [c9]M. Hassan Najafi, S. Rasoul Faraji, Bingzhe Li, David J. Lilja, Kia Bazargan:
Accelerating Deterministic Bit-Stream Computing with Resolution Splitting. ISQED 2019: 157-162 - 2018
- [j7]S. Karen Khatamifard, M. Hassan Najafi, Ali Ghoreyshi, Ulya R. Karpuzcu, David J. Lilja:
On Memory System Design for Stochastic Computing. IEEE Comput. Archit. Lett. 17(2): 117-121 (2018) - [j6]M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan:
Low-Cost Sorting Network Circuits Using Unary Processing. IEEE Trans. Very Large Scale Integr. Syst. 26(8): 1471-1480 (2018) - [c8]M. Hassan Najafi, David J. Lilja, Marc D. Riedel:
Deterministic methods for stochastic computing using low-discrepancy sequences. ICCAD 2018: 51 - [c7]Bingzhe Li, M. Hassan Najafi, Bo Yuan, David J. Lilja:
Quantized neural networks with new stochastic multipliers. ISQED 2018: 376-382 - 2017
- [j5]M. Hassan Najafi, Peng Li, David J. Lilja, Weikang Qian, Kia Bazargan, Marc D. Riedel:
A Reconfigurable Architecture with Sequential Logic-Based Stochastic Computing. ACM J. Emerg. Technol. Comput. Syst. 13(4): 57:1-57:28 (2017) - [j4]M. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani:
An Overview of Time-Based Computing with Stochastic Constructs. IEEE Micro 37(6): 62-71 (2017) - [j3]M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan:
Polysynchronous Clocking: Exploiting the Skew Tolerance of Stochastic Circuits. IEEE Trans. Computers 66(10): 1734-1746 (2017) - [j2]M. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani:
Time-Encoded Values for Highly Efficient Stochastic Circuits. IEEE Trans. Very Large Scale Integr. Syst. 25(5): 1644-1657 (2017) - [c6]M. Hassan Najafi, David J. Lilja:
High-speed stochastic circuits using synchronous analog pulses. ASP-DAC 2017: 481-487 - [c5]M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan:
Power and Area Efficient Sorting Networks Using Unary Processing. ICCD 2017: 125-128 - [i2]S. Karen Khatamifard, M. Hassan Najafi, Ali Ghoreyshi, Ulya R. Karpuzcu, David J. Lilja:
On Memory System Design for Stochastic Computing. CoRR abs/1709.08748 (2017) - 2016
- [j1]M. Hassan Najafi, Mostafa E. Salehi:
A Fast Fault-Tolerant Architecture for Sauvola Local Image Thresholding Algorithm Using Stochastic Computing. IEEE Trans. Very Large Scale Integr. Syst. 24(2): 808-812 (2016) - [c4]M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan:
Polysynchronous stochastic circuits. ASP-DAC 2016: 492-498 - [c3]Bingzhe Li, M. Hassan Najafi, David J. Lilja:
Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier. FPGA 2016: 36-41 - [i1]M. Hassan Najafi, David J. Lilja:
A High-Capacity Separable Reversible Method for Hiding Multiple Messages in Encrypted Images. CoRR abs/1612.04339 (2016) - 2015
- [c2]Bingzhe Li, M. Hassan Najafi, David J. Lilja:
An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams. ASAP 2015: 68-69 - [c1]M. Hassan Najafi, Anirudh Murali, David J. Lilja, John Sartori:
GPU-Accelerated Nick Local Image Thresholding Algorithm. ICPADS 2015: 576-584
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-14 00:49 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
