M. Hassan Najafi

106 papers A* 10A 13B 2C 10Misc 1Journal 46Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Robust DRAM/MRAM In-Memory Computing Architecture With Analog MVM and Intrinsic Authentication for Edge AI. IEEE Trans. Circuits Syst. Artif. Intell. Seyed Mahdi Memarian, Amir Bahador, Mohammad Hossein Moaiyeri, M. Hassan Najafi
2026	J	`jnl`	AMS-HD: Hyperdimensional Computing for Real-Time and Energy-Efficient Acute Mountain Sickness Detection. CoRR Abu Kaisar Mohammad Masum, Mehran Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun
2026	J	`jnl`	TranSC: Hardware-Aware Design of Transcendental Functions Using Stochastic Logic. CoRR Mehran Moghadam, Sercan Aygun, M. Hassan Najafi
2025	J	`jnl`	A Hybrid Classical-Quantum Fine Tuned BERT for Text Classification. CoRR Abu Kaisar Mohammad Masum, Naveed Mahmud, M. Hassan Najafi, Sercan Aygun
2025	C	`conf`	AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing. ISCAS Abu Kaisar Mohammad Masum, Reeti Pradhananga, Jonas I. Schmidt, Mehran Shoushtari Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun
2025	J	`jnl`	Adversarial Attack Bypass by Stochastic Computing. IEEE Embed. Syst. Lett. Faeze S. Banitaba, Sercan Aygun, Mehran Shoushtari Moghadam, Amir Hossein Jalilvand, Bingzhe Li, M. Hassan Najafi
2025	A*	`conf`	All-in-Memory Stochastic Computing using ReRAM. DAC João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan
2025	J	`jnl`	All-in-Memory Stochastic Computing using ReRAM. CoRR João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan
2025	A	`conf`	Always-On Sensing in Energy-Harvested Systems via Stochastic Intermittent Computing. ISLPED Sepehr Tabrizchi, Mehran Moghadam, Ali Shafiee Sarvestani, Sercan Aygun, M. Hassan Najafi, Arman Roohi
2025	Misc	`conf`	Breaking New Ground: Division Directly in Memory. FCCM Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel
2025	J	`jnl`	Bridging Subjective and Objective QoE: Operator-Level Aggregation Using LLM-Based Comment Analysis and Network MOS Comparison. CoRR Parsa Hassani Shariat Panahi, Amir Hossein Jalilvand, M. Hassan Najafi
2025	A*	`conf`	Comparison-Free Bit-Stream Generation for Cost-Efficient Unary Computing. DAC Faeze S. Banitaba, Amir Hossein Jalilvand, M. Hassan Najafi, Sercan Aygun
2025	J	`jnl`	ECO: Enhanced In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. IEEE Trans. Very Large Scale Integr. Syst. Sina Asadi, Amir Hossein Jalilvand, M. Hassan Najafi, Magdy A. Bayoumi
2025	C	`conf`	GAN-BiLSTM-HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection. ICCD Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi
2025	A	`conf`	ID-VS A: Independent and Dynamic Vector Symbolic Architecture for Energy-Efficient Edge Al. ISLPED Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi
2025	J	`jnl`	Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing. CoRR Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi
2025	A*	`conf`	In-Memory Arithmetic: Enabling Division with Stochastic Logic. DAC Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel
2025	A*	`conf`	Late Breaking Results: Automated Topology Generation for Power Amplifier Designs through BiLSTM-based DNN and Multi-objective Optimizations. DAC Lida Kouhalvandi, Sercan Aygun, M. Hassan Najafi, Arman Roohi
2025	A*	`conf`	Late Breaking Results: On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing. DAC Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun
2025	—	`conf`	Power Amplifier Modeling along with Hyperparameter Optimization of LSTM-based DNN through Multi-Verse Optimizer. SMACD Lida Kouhalvandi, Sercan Aygun, Serdar Özoguz, Ladislau Matekovits, M. Hassan Najafi, Saeid Karamzadeh
2025	J	`jnl`	Power- and Area-Efficient Unary Sorting Architecture Using FSM-Based Unary Number Generator. CoRR Amir Hossein Jalilvand, M. Hassan Najafi
2025	—	`conf`	Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing. ACM Great Lakes Symposium on VLSI Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Sercan Aygun
2025	J	`jnl`	Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data. IEEE Trans. Geosci. Remote. Sens. Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng
2025	—	`conf`	Robust Data Processing for Vector Symbolic Computing. ACM Great Lakes Symposium on VLSI Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi
2025	J	`jnl`	Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Sercan Aygun, M. Hassan Najafi
2025	J	`jnl`	Sorting it out in Hardware: A State-of-the-Art Survey. ACM Trans. Design Autom. Electr. Syst. Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi
2025	C	`conf`	TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing. ISCAS Mehran Shoushtari Moghadam, Shelby Williams, Abu Kaisar Mohammad Masum, M. Hassan Najafi, Sercan Aygun, Magdy A. Bayoumi
2024	A	`conf`	All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing. ISLPED Mehran Shoushtari Moghadam, Sercan Aygun, Faeze S. Banitaba, M. Hassan Najafi
2024	J	`jnl`	Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing. IEEE Embed. Syst. Lett. Alaaddin Goktug Ayar, Abdullah Sahruri, Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Martin Margala
2024	—	`conf`	Efficient Epileptic Seizure Type Classification Using Hyperdimensional Computing. BioCAS Seyedeh Newsha Estiri, Hisham G. Daoud, M. Hassan Najafi, Magdy A. Bayoumi
2024	J	`jnl`	Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing. CoRR Faeze S. Banitaba, Sercan Aygun, M. Hassan Najafi
2024	A*	`conf`	Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. DAC Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2024	B	`conf`	P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. ASPDAC Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
2024	J	`jnl`	Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data. CoRR Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby III, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng
2024	—	`conf`	Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing. ACM Great Lakes Symposium on VLSI Alaaddin Goktug Ayar, Sercan Aygun, M. Hassan Najafi, Martin Margala
2024	A	`conf`	uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. DATE Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2023	J	`jnl`	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. Kamyar Givaki, Ahmad Khonsari, MohammadHosein Gholamrezaei, Saeid Gorgin, M. Hassan Najafi
2023	A	`conf`	A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE Sercan Aygun, M. Hassan Najafi, Mohsen Imani
2023	—	`conf`	Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences. NANOARCH Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, Jonas I. Schmidt, M. Hassan Najafi, Nima Taherinejad
2023	J	`jnl`	Agile Simulation of Stochastic Computing Image Processing With Contingency Tables. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023	—	`conf`	Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines. ACM Great Lakes Symposium on VLSI Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023	—	`conf`	Graph Neural Network Assisted Quantum Compilation for Qubit Allocation. ACM Great Lakes Symposium on VLSI Travis LeCompte, Fang Qi, Xu Yuan, Nian-Feng Tzeng, M. Hassan Najafi, Lu Peng
2023	J	`jnl`	Guest Editorial Unconventional Computing Techniques for Emerging Technology Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. Paul P. Sotiriadis, Jie Han, M. Hassan Najafi, Josep Lluís Rosselló Sanz
2023	J	`jnl`	Hardware-Software Co-Optimization of Long-Latency Stochastic Computing. IEEE Embed. Syst. Lett. Sercan Aygun, Lida Kouhalvandi, M. Hassan Najafi, Serdar Özoguz, Ece Olcay Günes
2023	J	`jnl`	Learning from Hypervectors: A Survey on Hypervector Encoding. CoRR Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani
2023	—	`conf`	Multiplexer Optimization for Adders in Stochastic Computing. NANOARCH Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes
2023	J	`jnl`	No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices. IEEE Embed. Syst. Lett. Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi
2023	J	`jnl`	P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. CoRR Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
2023	—	`conf`	Reconvergent Path-aware Simulation of Bit-stream Processing. ACM Great Lakes Symposium on VLSI Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023	—	`conf`	Scalable Low-Cost Sorting Network with Weighted Bit-Streams. ISQED Brady Prince, M. Hassan Najafi, Bingzhe Li
2023	J	`jnl`	Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. CoRR Sercan Aygun, M. Hassan Najafi
2023	J	`jnl`	Sorting it out in Hardware: A State-of-the-Art Survey. CoRR Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi
2023	J	`jnl`	Stochastic Computing Design and Implementation of a Sound Source Localization System. IEEE J. Emerg. Sel. Topics Circuits Syst. Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Amir Hossein Jalilvand, M. Hassan Najafi, Nima Taherinejad
2023	—	`conf`	Stochastic Computing for Reliable Memristive In-Memory Computation. ACM Great Lakes Symposium on VLSI Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Lu Peng
2023	J	`jnl`	uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. CoRR Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2022	—	`conf`	A Low-Cost Stochastic Computing-based Fuzzy Filtering for Image Noise Reduction. IGSC Seyedeh Newsha Estiri, Amir Hossein Jalilvand, Samaneh Naderi, M. Hassan Najafi, Mahdi Fazeli
2022	A*	`conf`	A fast and low-cost comparison-free sorting engine with unary computing: late breaking results. DAC Amir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani
2022	C	`conf`	Full Stack Parallel Online Hyperdimensional Regression on FPGA. ICCD Hanning Chen, M. Hassan Najafi, Elaheh Sadredini, Mohsen Imani
2022	J	`jnl`	High-Accuracy Multiply-Accumulate (MAC) Technique for Unary Stochastic Computing. IEEE Trans. Computers Peter Schober, M. Hassan Najafi, Nima Taherinejad
2022	J	`jnl`	Sorting in Memristive Memory. ACM J. Emerg. Technol. Comput. Syst. Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad
2022	A	`conf`	Sound Source Localization Using Stochastic Computing. ICCAD Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima Taherinejad, M. Hassan Najafi
2022	J	`jnl`	Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory. IEEE Trans. Circuits Syst. II Express Briefs Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Raju Gottumukkala
2021	A	`conf`	A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing. DATE Sina Asadi, M. Hassan Najafi, Mohsen Imani
2021	A	`conf`	CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. ICCAD Sina Asadi, M. Hassan Najafi, Mohsen Imani
2021	J	`jnl`	Exact Stochastic Computing Multiplication in Memristive Memory. IEEE Des. Test Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad
2021	J	`jnl`	High Quality Down-Sampling for Deterministic Approaches to Stochastic Computing. IEEE Trans. Emerg. Top. Comput. M. Hassan Najafi, David J. Lilja
2021	J	`jnl`	High-Performance Deterministic Stochastic Computing Using Residue Number System. IEEE Des. Test Kamyar Givaki, Reza Hojabr, MohammadHosein Gholamrezaei, Ahmad Khonsari, Saeid Gorgin, Dara Rahmati, M. Hassan Najafi
2021	A	`conf`	ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. DATE Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani
2021	—	`conf`	Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
2021	A*	`conf`	StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani
2020	—	`conf`	Accelerating Deterministic Stochastic Computing with Context-Aware Bit-stream Generator. ACM Great Lakes Symposium on VLSI Sina Asadi, M. Hassan Najafi
2020	C	`conf`	Energy-Efficient Pulse-Based Convolution for Near-Sensor Processing. ISCAS M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja
2020	C	`conf`	Exact In-Memory Multiplication Based on Deterministic Stochastic Computing. ISCAS Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad
2020	C	`conf`	Fuzzy-Logic using Unary Bit-Stream Processing. ISCAS Amir Hossein Jalilvand, M. Hassan Najafi, Mahdi Fazeli
2020	A*	`conf`	Late Breaking Results: LDFSM: A Low-Cost Bit-Stream Generator for Low-Discrepancy Stochastic Computing. DAC Sina Asadi, M. Hassan Najafi
2020	C	`conf`	Performing Stochastic Computation Deterministically. ISCAS M. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel
2020	A	`conf`	SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. DATE Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing
2020	J	`jnl`	Sorting in Memristive Memory. CoRR Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad
2020	C	`conf`	TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. ISCAS Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
2020	J	`jnl`	TaxoNN: A Light-Weight Accelerator for Deep Neural Network Training. CoRR Reza Hojabr, Kamyar Givaki, Kossar Pourahmadi, Parsa Nooralinejad, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
2019	—	`conf`	Accelerating Deterministic Bit-Stream Computing with Resolution Splitting. ISQED M. Hassan Najafi, S. Rasoul Faraji, Bingzhe Li, David J. Lilja, Kia Bazargan
2019	—	`conf`	Context-Aware Number Generator for Deterministic Bit-stream Computing. ASAP Sina Asadi, M. Hassan Najafi
2019	A	`conf`	Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing. DATE S. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan
2019	—	`conf`	Energy-Efficient Near-Sensor Convolution using Pulsed Unary Processing. ASAP M. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja
2019	—	`conf`	Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural Networks. ACM Great Lakes Symposium on VLSI Bingzhe Li, Jiaxi Hu, M. Hassan Najafi, Steven J. Koester, David J. Lilja
2019	J	`jnl`	Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Bingzhe Li, M. Hassan Najafi, David J. Lilja
2019	J	`jnl`	Performing Stochastic Computation Deterministically. IEEE Trans. Very Large Scale Integr. Syst. M. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel
2019	A*	`conf`	SkippyNN: An Embedded Stochastic-Computing Accelerator for Convolutional Neural Networks. DAC Reza Hojabr, Kamyar Givaki, S. M. Reza Tayaranian, Parsa Esfahanian, Ahmad Khonsari, Dara Rahmati, M. Hassan Najafi
2019	—	`conf`	Using Residue Number Systems to Accelerate Deterministic Bit-stream Multiplication. ASAP Kamyar Givaki, Reza Hojabr, M. Hassan Najafi, Ahmad Khonsari, M. Hossein Gholamrezayi, Saeid Gorgin, Dara Rahmati
2018	A	`conf`	Deterministic methods for stochastic computing using low-discrepancy sequences. ICCAD M. Hassan Najafi, David J. Lilja, Marc D. Riedel
2018	J	`jnl`	Low-Cost Sorting Network Circuits Using Unary Processing. IEEE Trans. Very Large Scale Integr. Syst. M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan
2018	J	`jnl`	On Memory System Design for Stochastic Computing. IEEE Comput. Archit. Lett. S. Karen Khatamifard, M. Hassan Najafi, Ali Ghoreyshi, Ulya R. Karpuzcu, David J. Lilja
2018	—	`conf`	Quantized neural networks with new stochastic multipliers. ISQED Bingzhe Li, M. Hassan Najafi, Bo Yuan, David J. Lilja
2017	J	`jnl`	A Reconfigurable Architecture with Sequential Logic-Based Stochastic Computing. ACM J. Emerg. Technol. Comput. Syst. M. Hassan Najafi, Peng Li, David J. Lilja, Weikang Qian, Kia Bazargan, Marc D. Riedel
2017	J	`jnl`	An Overview of Time-Based Computing with Stochastic Constructs. IEEE Micro M. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani
2017	—	`conf`	High-speed stochastic circuits using synchronous analog pulses. ASP-DAC M. Hassan Najafi, David J. Lilja
2017	J	`jnl`	On Memory System Design for Stochastic Computing. CoRR S. Karen Khatamifard, M. Hassan Najafi, Ali Ghoreyshi, Ulya R. Karpuzcu, David J. Lilja
2017	J	`jnl`	Polysynchronous Clocking: Exploiting the Skew Tolerance of Stochastic Circuits. IEEE Trans. Computers M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan
2017	C	`conf`	Power and Area Efficient Sorting Networks Using Unary Processing. ICCD M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan
2017	J	`jnl`	Time-Encoded Values for Highly Efficient Stochastic Circuits. IEEE Trans. Very Large Scale Integr. Syst. M. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani
2016	J	`jnl`	A Fast Fault-Tolerant Architecture for Sauvola Local Image Thresholding Algorithm Using Stochastic Computing. IEEE Trans. Very Large Scale Integr. Syst. M. Hassan Najafi, Mostafa E. Salehi
2016	J	`jnl`	A High-Capacity Separable Reversible Method for Hiding Multiple Messages in Encrypted Images. CoRR M. Hassan Najafi, David J. Lilja
2016	—	`conf`	Polysynchronous stochastic circuits. ASP-DAC M. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan
2016	A	`conf`	Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier. FPGA Bingzhe Li, M. Hassan Najafi, David J. Lilja
2015	—	`conf`	An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams. ASAP Bingzhe Li, M. Hassan Najafi, David J. Lilja
2015	B	`conf`	GPU-Accelerated Nick Local Image Thresholding Algorithm. ICPADS M. Hassan Najafi, Anirudh Murali, David J. Lilja, John Sartori