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2020 – today
- 2024
[c39]Hanning Chen, Ali Zakeri, Yang Ni, Fei Wen, Behnam Khaleghi, Hugo Latapie, Mohsen Imani:
High-Performance Reconfigurable Accelerator for Knowledge Graph Reasoning. FCCM 2024: 219- [i8]Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani:
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. CoRR abs/2403.05763 (2024) - [i7]Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing:
FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing. CoRR abs/2409.10918 (2024) - 2023
- [j12]Tianqi Zhang
, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing:
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3997-4010 (2023) - [c38]Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie:
Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. ICDCS 2023: 511-522 - [c37]Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing:
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED 2023: 1-9 - [i6]Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing:
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR abs/2303.15604 (2023) - 2022
- [j11]Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim:
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71(11): 2753-2765 (2022) - [j10]Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing:
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. 21(3): 22:1-22:25 (2022) - [j9]Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic:
HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. 21(6): 78:1-78:25 (2022) - [c36]Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing:
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC 2022: 220-225 - [c35]Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing:
FAST: FPGA-based Acceleration of Genomic Sequence Trimming. BioCAS 2022: 510-514 - [c34]Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing:
PatterNet: explore and exploit filter patterns for efficient deep neural networks. DAC 2022: 223-228 - [c33]Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing:
GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC 2022: 1117-1122 - [c32]Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing:
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669 - [c31]Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing:
SALIENT: Ultra-Fast FPGA-based Short Read Alignment. FPT 2022: 1-10 - [c30]Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing:
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI 2022: 281-286 - [c29]Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing:
TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. ICCD 2022: 635-643 - [i5]Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing:
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing. CoRR abs/2209.09868 (2022) - 2021
- [c28]Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing:
Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems. ASP-DAC 2021: 222-228 - [c27]Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs:
Attention State Classification with In-Ear EEG. BioCAS 2021: 1-5 - [c26]Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Simunic Rosing:
tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications. DATE 2021: 408-413 - [c25]Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani:
TruLook: A Framework for Configurable GPU Approximation. DATE 2021: 487-490 - [c24]Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing:
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE 2021: 723-728 - [c23]Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing:
NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD. FPGA 2021: 262-272 - [c22]Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing:
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD 2021: 321-325 - 2020
- [c21]Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Prive-HD: Privacy-Preserved Hyperdimensional Computing. DAC 2020: 1-6 - [c20]Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing:
Revisiting FPGA Routing under Varying Operating Conditions. FPT 2020: 94-102 - [c19]Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing:
SHEARer: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation. ISLPED 2020: 241-246 - [i4]Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Prive-HD: Privacy-Preserved Hyperdimensional Computing. CoRR abs/2005.06716 (2020) - [i3]Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing:
SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation. CoRR abs/2007.10330 (2020)
2010 – 2019
- 2019
- [j8]Sajjad Tamimi, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi:
An Efficient SRAM-Based Reconfigurable Architecture for Embedded Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(3): 466-479 (2019) - [j7]Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi:
Estimating and Mitigating Aging Effects in Routing Network of FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 27(3): 651-664 (2019) - [c18]Behnam Khaleghi, Tajana Simunic Rosing:
Thermal-Aware Design and Flow for FPGA Performance Improvement. DATE 2019: 342-347 - [c17]Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing:
SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing. FCCM 2019: 190-198 - [c16]Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing:
F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing. FPGA 2019: 53-62 - [c15]Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. ICCAD 2019: 1-8 - [c14]Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing:
FPGA Energy Efficiency by Leveraging Thermal Margin. ICCD 2019: 376-384 - [c13]Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing:
RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment. ISLPED 2019: 1-6 - [c12]Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing:
MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture. ISQED 2019: 145-150 - [i2]Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. CoRR abs/1908.06519 (2019) - [i1]Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing:
FPGA Energy Efficiency by Leveraging Thermal Margin. CoRR abs/1911.07187 (2019) - 2018
- [j6]Zeinab Seifoori, Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi:
Chapter Seven - Introduction to Emerging SRAM-Based FPGA Architectures in Dark Silicon Era. Adv. Comput. 110: 259-294 (2018) - [j5]Behnam Khaleghi, Hossein Asadi:
A Resistive RAM-Based FPGA Architecture Equipped With Efficient Programming Circuitry. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(7): 2196-2209 (2018) - [c11]Amir Yazdanbakhsh, Michael Brzozowski, Behnam Khaleghi, Soroush Ghodrati, Kambiz Samadi, Nam Sung Kim, Hadi Esmaeilzadeh:
FlexiGAN: An End-to-End Solution for FPGA Acceleration of Generative Adversarial Networks. FCCM 2018: 65-72 - [c10]Hussam Amrouch, Behnam Khaleghi, Jörg Henkel:
Voltage Adaptation Under Temperature Variation. SMACD 2018: 57-60 - 2017
- [j4]Zahra Ebrahimi, Behnam Khaleghi, Hossein Asadi:
PEAF: A Power-Efficient Architecture for SRAM-Based FPGAs Using Reconfigurable Hard Logic Design in Dark Silicon Era. IEEE Trans. Computers 66(6): 982-995 (2017) - [c9]Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel:
Towards Aging-Induced Approximations. DAC 2017: 41:1-41:6 - [c8]Hussam Amrouch, Behnam Khaleghi, Jörg Henkel:
Optimizing temperature guardbands. DATE 2017: 175-180 - [c7]Zeinab Seifoori, Behnam Khaleghi, Hossein Asadi:
A power gating switch box architecture in routing network of SRAM-based FPGAs in dark silicon era. DATE 2017: 1342-1347 - 2016
- [j3]Sadegh Yazdanshenas, Behnam Khaleghi, Paolo Ienne, Hossein Asadi:
Designing Low Power and Durable Digital Blocks Using Shadow Nanoelectromechanical Relays. IEEE Trans. Very Large Scale Integr. Syst. 24(12): 3489-3498 (2016) - [c6]Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel:
Reliability-aware design to suppress aging. DAC 2016: 12:1-12:6 - [c5]Behnam Khaleghi, Behzad Omidi, Hussam Amrouch, Jörg Henkel, Hossein Asadi:
Stress-aware routing to mitigate aging effects in SRAM-based FPGAs. FPL 2016: 1-8 - [c4]Hossein Farrokhbakht, Mohammadkazem Taram, Behnam Khaleghi, Shaahin Hessabi:
TooT: an efficient and scalable power-gating method for NoC routers. NOCS 2016: 1-8 - 2015
- [j2]Behnam Khaleghi, Ali Ahari, Hossein Asadi, Siavash Bayat Sarmadi:
FPGA-Based Protection Scheme against Hardware Trojan Horse Insertion Using Dummy Logic. IEEE Embed. Syst. Lett. 7(2): 46-50 (2015) - [j1]Sadegh Yazdanshenas, Hossein Asadi, Behnam Khaleghi:
A Scalable Dependability Scheme for Routing Fabric of SRAM-Based Reconfigurable Devices. IEEE Trans. Very Large Scale Integr. Syst. 23(9): 1868-1878 (2015) - [c3]Iman Ahmadpour, Behnam Khaleghi, Hossein Asadi:
An efficient reconfigurable architecture by characterizing most frequent logic functions. FPL 2015: 1-6 - 2014
- [c2]Ali Ahari, Hossein Asadi, Behnam Khaleghi, Mehdi Baradaran Tahoori:
A power-efficient reconfigurable architecture using PCM configuration technology. DATE 2014: 1-6 - [c1]Ali Ahari, Behnam Khaleghi, Zahra Ebrahimi, Hossein Asadi, Mehdi Baradaran Tahoori:
Towards dark silicon era in FPGAs using complementary hard logic design. FPL 2014: 1-6
Coauthor Index
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