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2020 – today
- 2024
[c51]Mahya Saffarpour, Weitai Qian, Kourosh Vali, Begum Kasap, Herman L. Hedriana, Soheil Ghiasi:
Deep Harmonic Finesse: Signal Separation in Wearable Systems with Limited Data. DAC 2024: 312:1-312:6- [c50]Mahya Saffarpour, Kourosh Vali, Weitai Qian, Begum Kasap, Diana L. Farmer, Aijun Wang, Soheil Ghiasi:
Deep Quasi-Periodic Priors: Signal Separation in Wearable Systems with Limited Data. DATE 2024: 1-2 - 2023
- [j35]Mahya Saffarpour
, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi:
Physiowise: A Physics-aware Approach to Dicrotic Notch Identification. ACM Trans. Comput. Heal. 4(2): 10:1-10:17 (2023) - [j34]Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Soheil Ghiasi:
KUBAI: Sensor Fusion for Non-Invasive Fetal Heart Rate Tracking. IEEE Trans. Biomed. Eng. 70(7): 2193-2202 (2023) - [j33]Kourosh Vali, Ata Vafi, Begum Kasap, Soheil Ghiasi:
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems. ACM Trans. Embed. Comput. Syst. 22(5s): 122:1-122:22 (2023) - [c49]Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Randall Fowler, Soheil Ghiasi:
Robust Fetal Heart Rate Tracking through Fetal Electrocardiography (ECG) and Photoplethysmography (PPG) Fusion. EMBC 2023: 1-4 - [c48]Ata Vafi, Kourosh Vali, Begum Kasap, Jonathan C. Hu, Eric Kurzrock, Soheil Ghiasi:
Towards non-invasive bladder volume sensing via bio-impedance spectroscopy: feasibility demonstration in ex-vivo bladder models. ICCPS 2023: 34-43 - 2022
- [j32]Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi:
Scalable CNN Synthesis for Resource-Constrained Embedded Platforms. IEEE Internet Things J. 9(3): 2267-2276 (2022) - 2021
- [j31]Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Mostafa E. Salehi, Soheil Ghiasi:
E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems. J. Real Time Image Process. 18(4): 1285-1299 (2021) - [j30]Daniel D. Fong, Kaeli J. Yamashiro, Kourosh Vali, Laura A. Galganski, Jameson Thies, Rasta Moeinzadeh, Christopher Pivetti, André Knoesen, Vivek J. Srinivasan, Herman L. Hedriana, Diana L. Farmer, Michael Austin Johnson, Soheil Ghiasi:
Design and In Vivo Evaluation of a Non-Invasive Transabdominal Fetal Pulse Oximeter. IEEE Trans. Biomed. Eng. 68(1): 256-266 (2021) - [c47]Begum Kasap, Kourosh Vali, Weitai Qian, Herman L. Hedriana, Aijun Wang, Diana L. Farmer, Soheil Ghiasi:
Towards Noninvasive Accurate Detection of Intrapartum Fetal Hypoxic Distress. BSN 2021: 1-4 - [c46]Begum Kasap, Kourosh Vali, Weitai Qian, Wai Ho Chak, Ata Vafi, Naoki Saito, Soheil Ghiasi:
Multi-Detector Heart Rate Extraction Method for Transabdominal Fetal Pulse Oximetry*. EMBC 2021: 1072-1075 - [c45]Kourosh Vali, Begum Kasap, Weitai Qian, Ata Vafi, Mahya Saffarpour, Soheil Ghiasi:
Estimation of Fetal Blood Oxygen Saturation from Transabdominally Acquired Photoplethysmogram Waveforms*. EMBC 2021: 1100-1103 - [c44]Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi:
Dicrotic Notch Identification: a Generalizable Hybrid Approach under Arterial Blood Pressure (ABP) Curve Deformations. EMBC 2021: 4424-4427 - 2020
- [j29]Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi:
Octopus: Context-Aware CNN Inference for IoT Applications. IEEE Embed. Syst. Lett. 12(1): 1-4 (2020) - [j28]Dong Wang, Ke Xu, Jingning Guo, Soheil Ghiasi:
DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4867-4880 (2020) - [c43]Daniel D. Fong, Kourosh Vali, Soheil Ghiasi:
Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry. ICCPS 2020: 119-128
2010 – 2019
- 2019
- [j27]Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi:
Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips. IEEE Embed. Syst. Lett. 11(1): 9-12 (2019) - [j26]Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi:
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. ACM Trans. Embed. Comput. Syst. 18(5): 44:1-44:20 (2019) - [j25]Daniel D. Fong, Vivek J. Srinivasan, Kourosh Vali, Soheil Ghiasi:
Optode Design Space Exploration for Clinically-robust Non-invasive Fetal Oximetry. ACM Trans. Embed. Comput. Syst. 18(5s): 63:1-63:22 (2019) - [c42]Dong Wang, Ke Xu, Qun Jia, Soheil Ghiasi:
ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference. DAC 2019: 87 - [i7]Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi:
Resource-Scalable CNN Synthesis for IoT Applications. CoRR abs/1901.00738 (2019) - 2018
- [j24]Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi:
Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5784-5789 (2018) - [c41]Daniel D. Fong, Alejandro Velazquez Alcantar, Prashant Gupta, Eric Kurzrock, Soheil Ghiasi:
Non-invasive bladder volume sensing for neurogenic bladder dysfunction management. BSN 2018: 82-85 - [i6]Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi:
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. CoRR abs/1812.07390 (2018) - 2017
- [j23]Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi:
Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference. ACM Trans. Embed. Comput. Syst. 16(5s): 151:1-151:19 (2017) - [j22]Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi:
PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs. ACM Trans. Multim. Comput. Commun. Appl. 13(4): 62:1-62:21 (2017) - [c40]Oleksiy Budilovsky, Golnaz Alipour, André Knoesen, Lisa Brown, Soheil Ghiasi:
A data-driven approach to pre-operative evaluation of lung cancer patients. Healthcom 2017: 1-6 - [c39]Daniel D. Fong, André Knoesen, Soheil Ghiasi:
Transabdominal fetal pulse oximetry: The case of fetal signal optimization. Healthcom 2017: 1-6 - [i5]Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi:
Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips. CoRR abs/1707.02647 (2017) - [i4]Oleksiy Budilovsky, Golnaz Alipour, André Knoesen, Lisa Brown, Soheil Ghiasi:
A Data-Driven Approach to Pre-Operative Evaluation of Lung Cancer Patients. CoRR abs/1707.08169 (2017) - 2016
- [c38]Mohammad Motamedi, Philipp Gysel, Venkatesh Akella, Soheil Ghiasi:
Design space exploration of FPGA-based Deep Convolutional Neural Networks. ASP-DAC 2016: 575-580 - [c37]Nicholas Hosein, Soheil Ghiasi:
Wearable Sensor Selection, Motion Representation and their Effect on Exercise Classification. CHASE 2016: 370-379 - [c36]Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi:
CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android. ACM Multimedia 2016: 1201-1205 - [c35]Brianna Myers, Jaskaran Atwal Nahal, Chai Yang, Lisa Brown, Soheil Ghiasi, André Knoesen:
Towards data-driven pre-operative evaluation of lung cancer patients: the case of smart mask. Wireless Health 2016: 143-148 - [i3]Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi:
Hardware-oriented Approximation of Convolutional Neural Networks. CoRR abs/1604.03168 (2016) - [i2]Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi:
Fast and Energy-Efficient CNN Inference on IoT Devices. CoRR abs/1611.07151 (2016) - 2015
- [c34]Kamyar Mirzazad Barijough, Matin Hashemi, Volodymyr Khibin, Soheil Ghiasi:
Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications. LCTES 2015: 11:1-11:10 - [c33]Bin Liu, Mohammad H. Foroozannejad, Soheil Ghiasi, Bevan M. Baas:
Optimizing power of many-core systems by exploiting dynamic voltage, frequency and core scaling. MWSCAS 2015: 1-4 - [i1]Seyyed Salar Latifi Oskouei, Hossein Golestani, Mohamad Kachuee, Matin Hashemi, Hoda Mohammadzade, Soheil Ghiasi:
GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms. CoRR abs/1511.07376 (2015) - 2014
- [j21]Faisal Khan, Soheil Ghiasi, Chen-Nee Chuah:
A Dynamically Reconfigurable System for Closed-Loop Measurements of Network Traffic. IEEE Trans. Computers 63(2): 263-275 (2014) - [j20]Mohammad H. Foroozannejad, Matin Hashemi, Alireza Mahini, Bevan M. Baas, Soheil Ghiasi:
Time-Scalable Mapping for Circuit-Switched GALS Chip Multiprocessor Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(5): 752-762 (2014) - [j19]Faisal Khan, Nicholas Hosein, Soheil Ghiasi, Chen-Nee Chuah, Puneet Sharma:
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. IEEE/ACM Trans. Netw. 22(2): 377-390 (2014) - 2013
- [j18]Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi:
Throughput-memory footprint trade-off in synthesis of streaming software on embedded multiprocessors. ACM Trans. Embed. Comput. Syst. 13(3): 46:1-46:26 (2013) - [c32]Mohammad H. Foroozannejad, Brent Bohnenstiehl, Soheil Ghiasi:
BAMSE: A balanced mapping space exploration algorithm for GALS-based manycore platforms. ASP-DAC 2013: 479-484 - 2012
- [j17]Mohammad H. Foroozannejad, Trevor L. Hodges, Matin Hashemi, Soheil Ghiasi:
Postscheduling buffer management trade-offs in streaming software synthesis. ACM Trans. Design Autom. Electr. Syst. 17(3): 27:1-27:31 (2012) - [c31]Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi, Christoph Etzel:
FORMLESS: scalable utilization of embedded manycores in streaming applications. LCTES 2012: 71-78 - 2011
- [c30]Faisal Khan, Nicholas Hosein, Chen-Nee Chuah, Soheil Ghiasi:
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. ANCS 2011: 227-238 - [c29]Matin Hashemi, Soheil Ghiasi:
Towards scalable utilization of embedded manycores in throughput-sensitive applications. HLDVT 2011: 110-115 - [c28]Soheil Ghiasi, Matin Hashemi, Volodymyr Khibin, Faisal Khan:
Puzzle solver accelerators make excellent capstone design projects. MSE 2011: 21-24 - 2010
- [j16]Matin Hashemi, Soheil Ghiasi:
Versatile Task Assignment for Heterogeneous Soft Dual-Processor Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(3): 414-425 (2010) - [j15]Soheil Ghiasi:
On Incremental Component Implementation Selection in System Synthesis. IEEE Trans. Very Large Scale Integr. Syst. 18(11): 1578-1589 (2010) - [c27]Faisal Khan, Nicholas Hosein, Scott Vernon, Soheil Ghiasi:
BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic. FCCM 2010: 185-192 - [c26]Mohammad H. Foroozannejad, Matin Hashemi, Trevor L. Hodges, Soheil Ghiasi:
Look into details: the benefits of fine-grain streaming buffer analysis. LCTES 2010: 27-36
2000 – 2009
- 2009
- [j14]Po-Kuan Huang, Soheil Ghiasi:
Energy-Aware Compilation for Embedded Processors with Technology Scaling Considerations. J. Low Power Electron. 5(4): 439-453 (2009) - [j13]Matin Hashemi, Soheil Ghiasi:
Throughput-driven synthesis of embedded software for pipelined execution on multicore architectures. ACM Trans. Embed. Comput. Syst. 8(2): 11:1-11:35 (2009) - [j12]Ani Nahapetian, Philip Brisk, Soheil Ghiasi, Majid Sarrafzadeh:
An approximation algorithm for scheduling on heterogeneous reconfigurable resources. ACM Trans. Embed. Comput. Syst. 9(1): 5:1-5:20 (2009) - 2008
- [c25]Faisal Khan, Lihua Yuan, Chen-Nee Chuah, Soheil Ghiasi:
A programmable architecture for scalable and real-time network traffic measurements. ANCS 2008: 109-118 - [c24]Matin Hashemi, Soheil Ghiasi:
Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis. DATE 2008: 746-751 - [c23]Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi:
System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis. SASP 2008: 95-100 - 2007
- [j11]Po-Kuan Huang, Soheil Ghiasi:
Efficient and scalable compiler-directed energy optimization for realtime applications. ACM Trans. Design Autom. Electr. Syst. 12(3): 27:1-27:16 (2007) - [c22]Po-Kuan Huang, Soheil Ghiasi:
Efficient and scalable compiler-directed energy optimization for realtime applications. DATE 2007: 785-790 - [c21]Soheil Ghiasi:
Incremental component implementation selection: enabling ECO in compositional system synthesis. ICCAD 2007: 131-134 - [c20]Roozbeh Jafari, Soheil Ghiasi, Majid Sarrafzadeh:
Medical Embedded Systems. IESS 2007: 441-444 - [c19]Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi:
Joint throughput and energy optimization for pipelined execution of embedded streaming applications. LCTES 2007: 137-139 - 2006
- [j10]Soheil Ghiasi:
An Effective Combinatorial Algorithm for Gate-Level Threshold Voltage Assignment. J. Low Power Electron. 2(3): 365-377 (2006) - [j9]Soheil Ghiasi, Elaheh Bozorgzadeh, Po-Kuan Huang, Roozbeh Jafari, Majid Sarrafzadeh:
A Unified Theory of Timing Budget Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25(11): 2364-2375 (2006) - [j8]Roozbeh Jafari, Hyduke Noshadi, Soheil Ghiasi, Majid Sarrafzadeh:
Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems. IEEE Trans. Parallel Distributed Syst. 17(8): 797-807 (2006) - [j7]Soheil Ghiasi, Po-Kuan Huang, Roozbeh Jafari:
Probabilistic delay budget assignment for synthesis of soft real-time applications. IEEE Trans. Very Large Scale Integr. Syst. 14(8): 843-853 (2006) - [j6]Soheil Ghiasi, Elaheh Bozorgzadeh, Karlene Nguyen, Majid Sarrafzadeh:
Efficient Timing Budget Management for Accuracy Improvement in a Collaborative Object Tracking System. J. VLSI Signal Process. 42(1): 43-55 (2006) - [c18]Po-Kuan Huang, Soheil Ghiasi:
Leakage-aware intraprogram voltage scaling for embedded processors. DAC 2006: 364-369 - [c17]Po-Kuan Huang, Soheil Ghiasi:
Power-aware compilation for embedded processors with dynamic voltage scaling and adaptive body biasing capabilities. DATE 2006: 943-944 - [c16]Jia Ming Mar, Alessandro Bissacco, Stefano Soatto, Soheil Ghiasi:
High Performance Feature Detection on a Reconfigurable Co-Processor. FCCM 2006: 341-342 - [c15]Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh:
Routing algorithms: architecture driven rerouting enhancement for FPGAs. ISCAS 2006 - [c14]Soheil Ghiasi, Po-Kuan Huang:
Probabilistic Delay Budgeting for Soft Realtime Applications. ISQED 2006: 141-146 - [c13]Roozbeh Jafari, Hyduke Noshadi, Majid Sarrafzadeh, Soheil Ghiasi:
Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems. PerCom Workshops 2006: 506-511 - 2005
- [j5]Soheil Ghiasi, Ani Nahapetian, Hyun J. Moon, Majid Sarrafzadeh:
Reconfiguration in network of embedded systems: Challenges and adaptive tracking case study. J. Embed. Comput. 1(1): 147-166 (2005) - [c12]Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh:
Routing algorithms: enhancing routability & enabling ECO (abstract only). FPGA 2005: 266 - [c11]Soheil Ghiasi:
Efficient Implementation Selection via Time Budgeting Complexity Analysis and Leakage Optimization Case Study. ICCD 2005: 127-129 - 2004
- [j4]Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh:
Optimal integer delay-budget assignment on directed acyclic graphs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23(8): 1184-1199 (2004) - [j3]Soheil Ghiasi, Ani Nahapetian, Majid Sarrafzadeh:
An optimal algorithm for minimizing run-time reconfiguration delay. ACM Trans. Embed. Comput. Syst. 3(2): 237-256 (2004) - [j2]Soheil Ghiasi, Hyun J. Moon, Ani Nahapetian, Majid Sarrafzadeh:
Collaborative and Reconfigurable Object Tracking. J. Supercomput. 30(3): 213-238 (2004) - [c10]Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh:
Incremental Timing Budget Management in Programmable Systems. ERSA 2004: 240-246 - [c9]Soheil Ghiasi, Elaheh Bozorgzadeh, Siddharth Choudhuri, Majid Sarrafzadeh:
A unified theory of timing budget management. ICCAD 2004: 653-659 - [c8]Taraneh Taghavi, Soheil Ghiasi, Abhishek Ranjan, Salil Raje, Majid Sarrafzadeh:
Innovate or perish: FPGA physical design. ISPD 2004: 148-155 - [c7]Eren Kursun, Soheil Ghiasi, Majid Sarrafzadeh:
Transistor Level Budgeting for Power Optimization. ISQED 2004: 116-121 - 2003
- [j1]Xiaojian Yang, Maogang Wang, Ryan Kastner, Soheil Ghiasi, Majid Sarrafzadeh:
Congestion reduction during placement with provably good approximation bound. ACM Trans. Design Autom. Electr. Syst. 8(3): 316-333 (2003) - [c6]Soheil Ghiasi, Majid Sarrafzadeh:
Optimal reconfiguration sequence management. ASP-DAC 2003: 359-365 - [c5]Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh:
Optimal integer delay budgeting on directed acyclic graphs. DAC 2003: 920-925 - [c4]Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh:
Collaborative and Reconfigurable Object Tracking. Engineering of Reconfigurable Systems and Algorithms 2003: 13-20 - [c3]Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh:
Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study. ESTIMedia 2003: 149-155 - [c2]Soheil Ghiasi, Karlene Nguyen, Elaheh Bozorgzadeh, Majid Sarrafzadeh:
On computation and resource management in an FPGA-based computation environment. FPGA 2003: 243 - 2002
- [c1]Karlene Nguyen, Gavin Yeung, Soheil Ghiasi, Majid Sarrafzadeh:
A general framework for tracking objects in a multi-camera environment. DCV 2002: 200-204
Coauthor Index
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