Mohsen Imani

According to our database, Mohsen Imani authored at least 136 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Stochastic Computing in Beyond Von-Neumann Era: Processing Bit-Streams in Memristive Memory.

Mohsen Riahi Alam, M. Hassan Najafi, Nima Taherinejad, Mohsen Imani, Raju Gottumukkala

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.

Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Computing-In-Memory Using Ferroelectrics: From Single- to Multi-Input Logic.

Qingrong Huang, Dayane Reis, Chao Li, Di Gao, Michael T. Niemier, Xiaobo Sharon Hu, Mohsen Imani, Xunzhao Yin, Cheng Zhuo

IEEE Des. Test, 2022

An Ultra-Compact Single FeFET Binary and Multi-Bit Associative Search Engine.

Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Cheng Zhuo, Thomas Kämpfe, Kai Ni

CoRR, 2022

2021

Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks With Adversarial Traces.

Mohammad Saidur Rahman, Mohsen Imani, Nate Mathews, Matthew Wright

IEEE Trans. Inf. Forensics Secur., 2021

Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework.

Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani

CoRR, 2021

Scalable edge-based hyperdimensional learning system with brain-like neural adaptation.

Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani

Proceedings of the SC '21: The International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, USA, November 14, 2021

Robust In-Memory Computing with Hyperdimensional Stochastic Representation.

Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021

Sunder: Enabling Low-Overhead and Scalable Near-Data Pattern Matching Acceleration.

Elaheh Sadredini, Reza Rahimi, Mohsen Imani, Kevin Skadron

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data.

Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim

Proceedings of the 29th International Symposium on Modeling, 2021

MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.

Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing.

Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.

Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture.

Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing.

Sina Asadi, M. Hassan Najafi, Mohsen Imani

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.

Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Real-Time and Robust Hyperdimensional Classification.

Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder.

Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing.

Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

FPGA Acceleration of Protein Back-Translation and Alignment.

Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory.

Yu Qian, Zhenhao Fan, Haoran Wang, Chao Li, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.

Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Framework for Efficient and Binary Clustering in High-Dimensional Space.

Alejandro Hernández-Cano, Yeseong Kim, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System.

Alejandro Hernández-Cane, Namiko Matsumoto, Eric Ping, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

TruLook: A Framework for Configurable GPU Approximation.

Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing.

Sina Asadi, M. Hassan Najafi, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.

Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.

Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing.

Yeseong Kim, Jiseung Kim, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System.

Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

PRID: Model Inversion Privacy Attacks in Hyperdimensional Learning Systems.

Alejandro Hernández-Cano, Rosario Cammarota, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures.

Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications.

Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.

Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point Multiplier.

Daniel Peroni, Mohsen Imani, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Data Reuse for Accelerated Approximate Warps.

Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.

Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

QuantHD: A Quantization Framework for Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse.

Sahand Salamat, Mohsen Imani, Tajana Rosing

IEEE Trans. Computers, 2020

CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware.

Hamid Nejatollahi, Saransh Gupta, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, Nikil D. Dutt

IACR Cryptol. ePrint Arch., 2020

Efficient Associative Search in Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing

IEEE Des. Test, 2020

Trustworthy AI Inference Systems: An Industry Research View.

Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton

CoRR, 2020

Multi-label HD Classification in 3D Flash.

Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

Deep Learning Acceleration using Digital-Based Processing In-Memory.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory.

Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Implementing binary neural networks in memory with approximate accumulation.

Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Optimally Approximated and Unbiased Floating-Point Multiplier with Runtime Configurability.

Chuangtao Chen, Sen Yang, Weikang Qian, Mohsen Imani, Xunzhao Yin, Cheng Zhuo

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Deep Learning Acceleration with Neuron-to-Memory Transformation.

Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing.

Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing.

Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Prive-HD: Privacy-Preserved Hyperdimensional Computing.

Behnam Khaleghi, Mohsen Imani, Tajana Rosing

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Resistive CAM Acceleration for Tunable Approximate Computing.

Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2019

NVQuery: Efficient Query Processing in Nonvolatile Memory.

Mohsen Imani, Saransh Gupta, Sahil Sharma, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration.

Saransh Gupta, Mohsen Imani, Harveen Kaur, Tajana Simunic Rosing

IEEE Trans. Computers, 2019

Image Recognition Accelerator Design Using In-Memory Processing.

Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing

IEEE Micro, 2019

Hardware-Software Co-design to Accelerate Neural Network Applications.

Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing

ACM J. Emerg. Technol. Comput. Syst., 2019

Modified relay selection and circuit selection for faster Tor.

Mohsen Imani, Mehrdad Amirabadi, Matthew Wright

IET Commun., 2019

QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning.

Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli

CoRR, 2019

Adv-DWF: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces.

Mohsen Imani, Mohammad Saidur Rahman, Nate Mathews, Aneesh Yogesh Joshi, Matthew Wright

CoRR, 2019

Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Memory Systems, 2019

CompHD: Efficient Hyperdimensional Computing Using Model Compression.

Justin Morris, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment.

Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

FloatPIM: in-memory acceleration of deep neural network training with high precision.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 46th International Symposium on Computer Architecture, 2019

FPGA Energy Efficiency by Leveraging Thermal Margin.

Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.

Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2019

SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing.

Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2019

UPIM: Unipolar Switching Logic for High Density Processing-in-Memory Applications.

Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration.

Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Exploring Processing In-Memory for Different Technologies.

Saransh Gupta, Mohsen Imani, Tajana Rosing

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing.

Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.

Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

A Binary Learning Framework for Hyperdimensional Computing.

Mohsen Imani, John Messerly, Fan Wu, Wang Pi, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing.

Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

CADE: Configurable Approximate Divider for Energy Efficiency.

Mohsen Imani, Ricardo Garcia, Andrew Huang, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Thermal-Aware Design and Management for Search-based In-Memory Acceleration.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ARGA: Approximate Reuse for GPGPU Acceleration.

Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control.

Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.

Mohsen Imani, Justin Morris, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

GRAM: graph processing in a ReRAM-based computational memory.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

ALook: adaptive lookup for GPGPU acceleration.

Daniel Peroni, Mohsen Imani, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity.

Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

A Framework for Collaborative Learning in Secure High-Dimensional Space.

Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

Approximate CPU and GPU Design Using Emerging Memory Technologies.

Mohsen Imani, Tajana Simunic Rosing

Proceedings of the Approximate Circuits, Methodologies and CAD., 2019

2018

Multi-Stage Tunable Approximate Search in Resistive Associative Memory.

Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing

IEEE Trans. Multi Scale Comput. Syst., 2018

Approximate Computing Using Multiple-Access Single-Charge Associative Memory.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2018

Guard Sets in Tor using AS Relationships.

Mohsen Imani, Armon Barton, Matthew Wright

Proc. Priv. Enhancing Technol., 2018

Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration.

Mohsen Imani, Daniel Peroni, Tajana Rosing

IEEE Embed. Syst. Lett., 2018

RAPIDNN: In-Memory Deep Neural Network Acceleration Framework.

Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing

CoRR, 2018

Towards Predicting Efficient and Anonymous Tor Circuits.

Armon Barton, Matthew Wright, Jiang Ming, Mohsen Imani

Proceedings of the 27th USENIX Security Symposium, 2018

LUPIS: Latch-up based ultra efficient processing in-memory system.

Joonseop Sim, Mohsen Imani, Woojin Choi, Yeseong Kim, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Deep neural network acceleration framework under hardware uncertainty.

Mohsen Imani, Pushen Wang, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

Program acceleration using nearest distance associative search.

Mohsen Imani, Daniel Peroni, Tajana Rosing

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

GAS: A Heterogeneous Memory Architecture for Graph Processing.

Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing.

Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Efficient human activity recognition using hyperdimensional computing.

Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing

Proceedings of the 8th International Conference on the Internet of Things, 2018

RNSnet: In-Memory Neural Network Acceleration Using Residue Number System.

Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

FELIX: fast and energy-efficient logic in memory.

Saransh Gupta, Mohsen Imani, Tajana Rosing

Proceedings of the International Conference on Computer-Aided Design, 2018

GenPIM: Generalized processing in-memory to accelerate data intensive applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Hierarchical hyperdimensional computing for energy efficient classification.

Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing

Proceedings of the 55th Annual Design Automation Conference, 2018

Deep Fingerprinting: Undermining Website Fingerprinting Defenses with Deep Learning.

Payap Sirinam, Mohsen Imani, Marc Juárez, Matthew Wright

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Adversarial Traces for Website Fingerprinting Defense.

Mohsen Imani, Mohammad Saidur Rahman, Matthew Wright

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

HDNA: Energy-efficient DNA sequencing using hyperdimensional computing.

Mohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

CANNA: Neural network acceleration using configurable approximation on GPGPU.

Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Low-Power Sparse Hyperdimensional Encoder for Language Recognition.

Mohsen Imani, John Hwang, Tajana Rosing, Abbas Rahimi, Jan M. Rabaey

IEEE Des. Test, 2017

Forming Guard Sets using AS Relationships.

Mohsen Imani, Armon Barton, Matthew Wright

CoRR, 2017

The Evaluation of Circuit Selection Methods on Tor.

Mohsen Imani, Mehrdad Amirabadi, Matthew Wright

CoRR, 2017

Enabling efficient system design using vertical nanowire transistor current mode logic.

Joonseop Sim, Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

CAP: Configurable resistive associative processor for near-data computing.

Mohsen Imani, Tajana Rosing

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Efficient query processing in crossbar memory.

Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition.

Mohsen Imani, Deqian Kong, Abbas Rahimi, Tajana Rosing

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing.

Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

ORCHARD: Visual object recognition accelerator based on approximate in-memory processing.

Yeseong Kim, Mohsen Imani, Tajana Rosing

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Exploring Hyperdimensional Associative Memory.

Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan M. Rabaey

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

LookNN: Neural network with no multiplication.

Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Efficient neural network acceleration on GPGPU using content addressable memory.

Mohsen Imani, Daniel Peroni, Yeseong Kim, Abbas Rahimi, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing.

Mohsen Imani, Daniel Peroni, Tajana Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

Ultra-Efficient Processing In-Memory for Data Intensive Applications.

Mohsen Imani, Saransh Gupta, Tajana Rosing

Proceedings of the 54th Annual Design Automation Conference, 2017

MPIM: Multi-purpose in-memory processing using configurable resistive memory.

Mohsen Imani, Yeseong Kim, Tajana Rosing

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

A low-power hybrid magnetic cache architecture exploiting narrow-width values.

Mohsen Imani, Abbas Rahimi, Yeseong Kim, Tajana Rosing

Proceedings of the 5th Non-Volatile Memory Systems and Applications Symposium, 2016

Processing Acceleration with Resistive Memory-based Computation.

Mohsen Imani, Yan Cheng, Tajana Rosing

Proceedings of the Second International Symposium on Memory Systems, 2016

Low power data-aware STT-RAM based hybrid cache architecture.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.

Mohsen Imani, Pietro Mercati, Tajana Rosing

Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning.

Mohsen Imani, Yeseong Kim, Abbas Rahimi, Tajana Rosing

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

VarDroid: Online Variability Emulation in Android/Linux Platforms.

Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

DCC: Double Capacity Cache Architecture for Narrow-Width Values.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Toward an Efficient Website Fingerprinting Defense.

Marc Juárez, Mohsen Imani, Mike Perry, Claudia Díaz, Matthew Wright

Proceedings of the Computer Security - ESORICS 2016, 2016

Resistive configurable associative memory for approximate computing.

Mohsen Imani, Abbas Rahimi, Tajana Simunic Rosing

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

WTF-PAD: Toward an Efficient Website Fingerprinting Defense for Tor.

Marc Juárez, Mohsen Imani, Mike Perry, Claudia Díaz, Matthew Wright

CoRR, 2015

Hierarchical design of robust and low data dependent FinFET based SRAM array.

Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices.

Yeseong Kim, Mohsen Imani, Shruti Patil, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

2013

Bottom-up design of a high performance ultra-low power DFT utilizing multiple-VDD, multiple-Vth and gate sizing.

Mohsen Jafari, Mohsen Imani, Morteza Fathipour, Nader Sehatbakhsh

Proceedings of the 8th International Conference on Design & Technology of Integrated Systems in Nanoscale Era, 2013

Design of an ultra-low power 32-bit adder operating at subthreshold voltages in 45-nm FinFET.

Mohsen Jafari, Mohsen Imani, Mohammad Ansari, Morteza Fathipour, Nader Sehatbakhsh

Proceedings of the 8th International Conference on Design & Technology of Integrated Systems in Nanoscale Era, 2013