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Soheil Ghiasi
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2020 – today
- 2024
- [c51]Mahya Saffarpour
, Weitai Qian
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
Physiowise: A Physics-aware Approach to Dicrotic Notch Identification. ACM Trans. Comput. Heal. 4(2): 10:1-10:17 (2023) - [j34]Begum Kasap
KUBAI: Sensor Fusion for Non-Invasive Fetal Heart Rate Tracking. IEEE Trans. Biomed. Eng. 70(7): 2193-2202 (2023) - [j33]Kourosh Vali
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
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
Scalable CNN Synthesis for Resource-Constrained Embedded Platforms. IEEE Internet Things J. 9(3): 2267-2276 (2022) - 2021
- [j31]Seyed Ahmad Mirsalari
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
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
Towards Noninvasive Accurate Detection of Intrapartum Fetal Hypoxic Distress. BSN 2021: 1-4 - [c46]Begum Kasap
Multi-Detector Heart Rate Extraction Method for Transabdominal Fetal Pulse Oximetry*. EMBC 2021: 1072-1075 - [c45]Kourosh Vali, Begum Kasap
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
Octopus: Context-Aware CNN Inference for IoT Applications. IEEE Embed. Syst. Lett. 12(1): 1-4 (2020) - [j28]Dong Wang
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
Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry. ICCPS 2020: 119-128
2010 – 2019
- 2019
- [j27]Mohammad Motamedi
Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips. IEEE Embed. Syst. Lett. 11(1): 9-12 (2019) - [j26]Mohammad Motamedi
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
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
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
Resource-Scalable CNN Synthesis for IoT Applications. CoRR abs/1901.00738 (2019) - 2018
- [j24]Philipp Gysel
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
Non-invasive bladder volume sensing for neurogenic bladder dysfunction management. BSN 2018: 82-85 - [i6]Mohammad Motamedi, Felix Portillo, Daniel D. Fong
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
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
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
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
Fast and Energy-Efficient CNN Inference on IoT Devices. CoRR abs/1611.07151 (2016) - 2015
- [c34]Kamyar Mirzazad Barijough, Matin Hashemi
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
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
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
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. IEEE/ACM Trans. Netw. 22(2): 377-390 (2014) - 2013
- [j18]Matin Hashemi
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
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
FORMLESS: scalable utilization of embedded manycores in streaming applications. LCTES 2012: 71-78 - 2011
- [c30]Faisal Khan, Nicholas Hosein, Chen-Nee Chuah
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. ANCS 2011: 227-238 - [c29]Matin Hashemi
Towards scalable utilization of embedded manycores in throughput-sensitive applications. HLDVT 2011: 110-115 - [c28]Soheil Ghiasi, Matin Hashemi
Puzzle solver accelerators make excellent capstone design projects. MSE 2011: 21-24 - 2010
- [j16]Matin Hashemi
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
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
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
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
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
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
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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