Behnam Khaleghi

According to our database, Behnam Khaleghi authored at least 54 papers between 2014 and 2024.

Collaborative distances:

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

2024

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.

Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani

CoRR, 2024

2023

HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.

Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations.

Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing

CoRR, 2023

HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs.

Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems.

Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022

HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System.

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

ACM Trans. Embed. Comput. Syst., November, 2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing

ACM Trans. Embed. Comput. Syst., 2022

OpenHD: A GPU-Powered Framework for Hyperdimensional Computing.

Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim

IEEE Trans. Computers, 2022

Streaming Encoding Algorithms for Scalable Hyperdimensional Computing.

Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing

CoRR, 2022

TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks.

Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction.

Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

SALIENT: Ultra-Fast FPGA-based Short Read Alignment.

Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing

Proceedings of the International Conference on Field-Programmable Technology, 2022

HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.

Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

PatterNet: explore and exploit filter patterns for efficient deep neural networks.

Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

GENERIC: highly efficient learning engine on edge using hyperdimensional computing.

Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

FAST: FPGA-based Acceleration of Genomic Sequence Trimming.

Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training.

Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing.

Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing

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

NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD.

Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 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

tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications.

Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Simunic Rosing

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

Attention State Classification with In-Ear EEG.

Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems.

Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing

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

2020

SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

CoRR, 2020

SHEAR<i>er</i>: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation.

Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing

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

Revisiting FPGA Routing under Varying Operating Conditions.

Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing

Proceedings of the International Conference on Field-Programmable Technology, 2020

Prive-HD: Privacy-Preserved Hyperdimensional Computing.

Behnam Khaleghi, Mohsen Imani, Tajana Rosing

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

2019

Estimating and Mitigating Aging Effects in Routing Network of FPGAs.

Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi

IEEE Trans. Very Large Scale Integr. Syst., 2019

An Efficient SRAM-Based Reconfigurable Architecture for Embedded Processors.

Sajjad Tamimi, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi

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

MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture.

Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing

Proceedings of the 20th International Symposium on Quality Electronic 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

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

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

Thermal-Aware Design and Flow for FPGA Performance Improvement.

Behnam Khaleghi, Tajana Simunic Rosing

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

2018

A Resistive RAM-Based FPGA Architecture Equipped With Efficient Programming Circuitry.

Behnam Khaleghi, Hossein Asadi

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Chapter Seven - Introduction to Emerging SRAM-Based FPGA Architectures in Dark Silicon Era.

Zeinab Seifoori, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi

Adv. Comput., 2018

Voltage Adaptation Under Temperature Variation.

Hussam Amrouch, Behnam Khaleghi, Jörg Henkel

Proceedings of the 15th International Conference on Synthesis, 2018

FlexiGAN: An End-to-End Solution for FPGA Acceleration of Generative Adversarial Networks.

Amir Yazdanbakhsh, Michael Brzozowski, Behnam Khaleghi, Soroush Ghodrati, Kambiz Samadi, Nam Sung Kim, Hadi Esmaeilzadeh

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

2017

PEAF: A Power-Efficient Architecture for SRAM-Based FPGAs Using Reconfigurable Hard Logic Design in Dark Silicon Era.

Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi

IEEE Trans. Computers, 2017

A power gating switch box architecture in routing network of SRAM-based FPGAs in dark silicon era.

Zeinab Seifoori, Behnam Khaleghi, Hossein Asadi

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

Optimizing temperature guardbands.

Hussam Amrouch, Behnam Khaleghi, Jörg Henkel

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

Towards Aging-Induced Approximations.

Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

Designing Low Power and Durable Digital Blocks Using Shadow Nanoelectromechanical Relays.

Sadegh Yazdanshenas, Behnam Khaleghi, Paolo Ienne, Hossein Asadi

IEEE Trans. Very Large Scale Integr. Syst., 2016

TooT: an efficient and scalable power-gating method for NoC routers.

Hossein Farrokhbakht, Mohammadkazem Taram, Behnam Khaleghi, Shaahin Hessabi

Proceedings of the Tenth IEEE/ACM International Symposium on Networks-on-Chip, 2016

Stress-aware routing to mitigate aging effects in SRAM-based FPGAs.

Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Reliability-aware design to suppress aging.

Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

A Scalable Dependability Scheme for Routing Fabric of SRAM-Based Reconfigurable Devices.

Sadegh Yazdanshenas, Hossein Asadi, Behnam Khaleghi

IEEE Trans. Very Large Scale Integr. Syst., 2015

FPGA-Based Protection Scheme against Hardware Trojan Horse Insertion Using Dummy Logic.

Behnam Khaleghi, Ali Ahari, Hossein Asadi, Siavash Bayat Sarmadi

IEEE Embed. Syst. Lett., 2015

An efficient reconfigurable architecture by characterizing most frequent logic functions.

Iman Ahmadpour, Behnam Khaleghi, Hossein Asadi

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2014

Towards dark silicon era in FPGAs using complementary hard logic design.

Ali Ahari, Behnam Khaleghi, Zahra Ebrahimi, Hossein Asadi, Mehdi Baradaran Tahoori

Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

A power-efficient reconfigurable architecture using PCM configuration technology.

Ali Ahari, Hossein Asadi, Behnam Khaleghi, Mehdi Baradaran Tahoori

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014