Behnam Khaleghi

63 papers A* 5A 14B 3C 3Misc 4Journal 22Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TRINE: A Token-Aware, Runtime-Adaptive FPGA Inference Engine for Multimodal AI. CoRR Hyunwoo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Suyeon Jang, Behnam Khaleghi, Fei Wen, Mohsen Imani
2025	Misc	`conf`	A Multimodal AI Acceleration with Dynamic Pruning and Run-Time Configuration. FCCM Hyun Woo Oh, Hanning Chen, Sanggeon Yun, Yang Ni, Behnam Khaleghi, Fei Wen, Mohsen Imani
2025	—	`conf`	KGAccel: A Domain-Specific Reconfigurable Accelerator for Knowledge Graph Reasoning. NeuS Hanning Chen, Ali Zakeri, Yang Ni, Fei Wen, Behnam Khaleghi, Hugo Latapie, Alvaro Velasquez, Mohsen Imani
2024	J	`jnl`	FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing. CoRR Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing
2024	J	`jnl`	HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. CoRR Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani
2024	Misc	`conf`	High-Performance Reconfigurable Accelerator for Knowledge Graph Reasoning. FCCM Hanning Chen, Ali Zakeri, Yang Ni, Fei Wen, Behnam Khaleghi, Hugo Latapie, Mohsen Imani
2024	J	`jnl`	Private and Efficient Learning With Hyperdimensional Computing. IEEE Trans. Circuits Syst. Artif. Intell. Behnam Khaleghi, Xiaofan Yu, Jaeyoung Kang, Xuan Wang, Tajana Rosing
2023	J	`jnl`	HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing
2023	—	`conf`	HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED Tianqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing
2023	A	`conf`	Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. ICDCS Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie
2023	J	`jnl`	HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2022	—	`conf`	FAST: FPGA-based Acceleration of Genomic Sequence Trimming. BioCAS Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing
2022	A*	`conf`	GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
2022	—	`conf`	HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing
2022	J	`jnl`	HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic
2022	A	`conf`	HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
2022	J	`jnl`	OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim
2022	A*	`conf`	PatterNet: explore and exploit filter patterns for efficient deep neural networks. DAC Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing
2022	—	`conf`	SALIENT: Ultra-Fast FPGA-based Short Read Alignment. FPT Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing
2022	J	`jnl`	Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing
2022	J	`jnl`	Streaming Encoding Algorithms for Scalable Hyperdimensional Computing. CoRR Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing
2022	C	`conf`	TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. ICCD Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing
2022	—	`conf`	XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing
2021	—	`conf`	Attention State Classification with In-Ear EEG. BioCAS Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs
2021	A	`conf`	HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021	A	`conf`	NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD. FPGA Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing
2021	—	`conf`	Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems. ASP-DAC Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing
2021	C	`conf`	Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
2021	A	`conf`	TruLook: A Framework for Configurable GPU Approximation. DATE Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani
2021	A	`conf`	tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications. DATE Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Simunic Rosing
2020	A*	`conf`	Prive-HD: Privacy-Preserved Hyperdimensional Computing. DAC Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2020	J	`jnl`	Prive-HD: Privacy-Preserved Hyperdimensional Computing. CoRR Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2020	—	`conf`	Revisiting FPGA Routing under Varying Operating Conditions. FPT Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing
2020	A	`conf`	SHEAR ISLPED Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing
2020	J	`jnl`	SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation. CoRR Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing
2019	J	`jnl`	An Efficient SRAM-Based Reconfigurable Architecture for Embedded Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Sajjad Tamimi, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi
2019	J	`jnl`	Estimating and Mitigating Aging Effects in Routing Network of FPGAs. IEEE Trans. Very Large Scale Integr. Syst. Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi
2019	A	`conf`	F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing. FPGA Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing
2019	C	`conf`	FPGA Energy Efficiency by Leveraging Thermal Margin. ICCD Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing
2019	J	`jnl`	FPGA Energy Efficiency by Leveraging Thermal Margin. CoRR Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing
2019	—	`conf`	MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture. ISQED Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing
2019	A	`conf`	RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment. ISLPED Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing
2019	Misc	`conf`	SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing. FCCM Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing
2019	A	`conf`	Thermal-Aware Design and Flow for FPGA Performance Improvement. DATE Behnam Khaleghi, Tajana Simunic Rosing
2019	A	`conf`	Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. ICCAD Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2019	J	`jnl`	Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. CoRR Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2018	J	`jnl`	A Resistive RAM-Based FPGA Architecture Equipped With Efficient Programming Circuitry. IEEE Trans. Circuits Syst. I Regul. Pap. Behnam Khaleghi, Hossein Asadi
2018	J	`jnl`	Chapter Seven - Introduction to Emerging SRAM-Based FPGA Architectures in Dark Silicon Era. Adv. Comput. Zeinab Seifoori, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi
2018	Misc	`conf`	FlexiGAN: An End-to-End Solution for FPGA Acceleration of Generative Adversarial Networks. FCCM Amir Yazdanbakhsh, Michael Brzozowski, Behnam Khaleghi, Soroush Ghodrati, Kambiz Samadi, Nam Sung Kim, Hadi Esmaeilzadeh
2018	—	`conf`	Voltage Adaptation Under Temperature Variation. SMACD Hussam Amrouch, Behnam Khaleghi, Jörg Henkel
2017	A	`conf`	A power gating switch box architecture in routing network of SRAM-based FPGAs in dark silicon era. DATE Zeinab Seifoori, Behnam Khaleghi, Hossein Asadi
2017	A	`conf`	Optimizing temperature guardbands. DATE Hussam Amrouch, Behnam Khaleghi, Jörg Henkel
2017	J	`jnl`	PEAF: A Power-Efficient Architecture for SRAM-Based FPGAs Using Reconfigurable Hard Logic Design in Dark Silicon Era. IEEE Trans. Computers Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi
2017	A*	`conf`	Towards Aging-Induced Approximations. DAC Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel
2016	J	`jnl`	Designing Low Power and Durable Digital Blocks Using Shadow Nanoelectromechanical Relays. IEEE Trans. Very Large Scale Integr. Syst. Sadegh Yazdanshenas, Behnam Khaleghi, Paolo Ienne, Hossein Asadi
2016	A*	`conf`	Reliability-aware design to suppress aging. DAC Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel
2016	B	`conf`	Stress-aware routing to mitigate aging effects in SRAM-based FPGAs. FPL Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi
2016	—	`conf`	TooT: an efficient and scalable power-gating method for NoC routers. NOCS Hossein Farrokhbakht, Mohammadkazem Taram, Behnam Khaleghi, Shaahin Hessabi
2015	J	`jnl`	A Scalable Dependability Scheme for Routing Fabric of SRAM-Based Reconfigurable Devices. IEEE Trans. Very Large Scale Integr. Syst. Sadegh Yazdanshenas, Hossein Asadi, Behnam Khaleghi
2015	B	`conf`	An efficient reconfigurable architecture by characterizing most frequent logic functions. FPL Iman Ahmadpour, Behnam Khaleghi, Hossein Asadi
2015	J	`jnl`	FPGA-Based Protection Scheme against Hardware Trojan Horse Insertion Using Dummy Logic. IEEE Embed. Syst. Lett. Behnam Khaleghi, Ali Ahari, Hossein Asadi, Siavash Bayat Sarmadi
2014	A	`conf`	A power-efficient reconfigurable architecture using PCM configuration technology. DATE Ali Ahari, Hossein Asadi, Behnam Khaleghi, Mehdi Baradaran Tahoori
2014	B	`conf`	Towards dark silicon era in FPGAs using complementary hard logic design. FPL Ali Ahari, Behnam Khaleghi, Zahra Ebrahimi, Hossein Asadi, Mehdi Baradaran Tahoori