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2020 – today
- 2024
[j21]Fatemeh Asgarinejad
, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli:
Optimized Early Prediction of Business Processes with Hyperdimensional Computing. Inf. 15(8): 490 (2024)- [j20]Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli:
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors 24(3): 1014 (2024) - [c54]Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli:
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC 2024: 896-901 - [c53]Onat Güngör, Tajana Rosing, Baris Aksanli:
A2HD: Adaptive Adversarial Training for Hyperdimensional Computing-Based Intrusion Detection Against Adversarial Attacks. CSR 2024: 107-113 - [c52]Onat Güngör, Tajana Rosing, Baris Aksanli:
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE 2024: 1-6 - [c51]Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli:
VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data. ISLPED 2024: 1-6 - 2023
- [j19]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) - [c50]Alice Sokolova, Varsha Rallapalli, Anusha Yellamsetty, Martin Hunt, Baris Aksanli, Fredric J. Harris, Harinath Garudadri:
Validation of Frequency Warping (Freping) as a new tool for feedback control in hearing aids. ACSSC 2023: 1410-1414 - [c49]Onat Güngör, Tajana Rosing, Baris Aksanli:
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops 2023: 1-6 - [c48]Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing:
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC 2023: 1-2 - [c47]Onat Güngör, Tajana Rosing, Baris Aksanli:
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE 2023: 1-6 - [c46]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 - [c45]Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli:
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets 2023: 1-6 - [c44]Alice Sokolova, Baris Aksanli, Fred Harris, Harinath Garudadri:
Consolidating Compression and Revisiting Expansion: an Alternative Amplification Rule for Wide Dynamic Range Compression. WASPAA 2023: 1-5 - [c43]Josef Miller, Mauro Garcia, Baris Aksanli:
WIP: Optimizing Solar-powered BLE Beacons for Wildlife Monitoring. WoWMoM 2023: 312-315 - [i2]Onat Güngör, Tajana Rosing, Baris Aksanli:
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR abs/2301.09740 (2023) - 2022
- [j18]Alice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri:
Real-Time Multirate Multiband Amplification for Hearing Aids. IEEE Access 10: 54301-54312 (2022) - [j17]Onat Güngör, Tajana Rosing, Baris Aksanli:
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660 (2022) - [j16]Onat Güngör, Tajana Rosing, Baris Aksanli:
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9(4): 3125-3134 (2022) - [j15]Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing:
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 897-907 (2022) - [j14]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) - [j13]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) - [c42]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 - [c41]Onat Güngör, Tajana Rosing, Baris Aksanli:
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS 2022: 1-4 - [i1]Onat Güngör, Tajana Rosing, Baris Aksanli:
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR abs/2203.08148 (2022) - 2021
- [c40]Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri:
Multirate Audiometric Filter Bank for Hearing Aid Devices. ACSCC 2021: 1436-1442 - [c39]Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing:
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC 2021: 384-389 - [c38]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 - [c37]Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing:
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD 2021: 93-100 - [c36]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 - [c35]Onat Güngör, Tajana Rosing, Baris Aksanli:
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM 2021: 1-8 - [c34]Onat Güngör, Tajana Rosing, Baris Aksanli:
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS 2021: 1-4 - [c33]Onat Güngör, Tajana Rosing, Baris Aksanli:
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS 2021: 1-4 - [c32]Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli:
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED 2021: 444-449 - 2020
- [j12]Baris Aksanli, Tajana Simunic Rosing:
Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. 8(1): 45-57 (2020) - [c31]Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing:
THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy. ICCAD 2020: 27:1-27:9 - [c30]Onat Güngör, Tajana Simunic Rosing, Baris Aksanli:
RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS 2020: 1-4 - [c29]Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli:
LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm 2020: 1-6 - [c28]Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing:
Multi-label HD Classification in 3D Flash. VLSI-SOC 2020: 10-15
2010 – 2019
- 2019
- [j11]Onat Güngör, Baris Aksanli, Reyhan Aydogan:
Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. 99: 391-400 (2019) - [j10]Saipriyati Singh, Baris Aksanli:
Non-Intrusive Presence Detection and Position Tracking for Multiple People Using Low-Resolution Thermal Sensors. J. Sens. Actuator Networks 8(3): 40 (2019) - [j9]Sagar Shelke, Baris Aksanli:
Static and Dynamic Activity Detection with Ambient Sensors in Smart Spaces. Sensors 19(4): 804 (2019) - [j8]Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli, Tajana Simunic Rosing:
Optimal Performance-Aware Cooling on Enterprise Servers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(9): 1689-1702 (2019) - [c27]Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing:
ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control. DAC 2019: 159 - [c26]Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing:
Hierarchical and Distributed Machine Learning Inference Beyond the Edge. ICNSC 2019: 18-23 - [c25]Saipriyati Singh, Baris Aksanli:
Detecting Multiple People with Low-Resolution Thermal Sensors in Smart Spaces. IEEE SENSORS 2019: 1-4 - [c24]Tasneem Singh, Baris Aksanli:
Real-time Traffic Monitoring and SQL Injection Attack Detection for Edge Networks. Q2SWinet 2019: 29-36 - [c23]Luis Camal, Anup Kirtane, Teresa Blanco, Roberto Casas, Federico Rossano, Baris Aksanli:
A Wearable Device Network to Track Animal Behavior and Relationships in the Wild. UEMCON 2019: 198-202 - 2018
- [j7]Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
Modular and Personalized Smart Health Application Design in a Smart City Environment. IEEE Internet Things J. 5(2): 614-623 (2018) - [j6]Neha Belapurkar, Jacob Harbour, Sagar Shelke, Baris Aksanli:
Building Data-Aware and Energy-Efficient Smart Spaces. IEEE Internet Things J. 5(6): 4526-4537 (2018) - [c22]Neha Belapurkar, Sagar Shelke, Baris Aksanli:
The case for ambient sensing for human activity detection. IOT 2018: 40:1-40:3 - [c21]Sagar Shelke, Jacob Harbour, Baris Aksanli:
Building an Intelligent and Efficient Smart Space to Detect Human Behavior in Common Areas. ISNCC 2018: 1-6 - [c20]Neha Avinash Belapurkar, Baris Aksanli:
Energy-Efficient Human Activity Detection in Smart Spaces. MobiWac 2018: 102-108 - [c19]Aniruddha Patel, Chinmay Prabhudesai, Baris Aksanli:
Non-Intrusive Activity Detection and Prediction in Smart Residential Spaces. UEMCON 2018: 355-361 - 2017
- [j5]Baris Aksanli:
Data Center Peak Power Management with Energy Storage Devices. IEEE Internet Comput. 21(4): 26-33 (2017) - [j4]Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing:
Scalable-Application Design for the IoT. IEEE Softw. 34(1): 62-70 (2017) - [c18]Baris Aksanli, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
Context-aware and user-centric residential energy management. PerCom Workshops 2017: 455-460 - [c17]Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing:
Accuracy-resource tradeoff for edge devices in Internet of Things. PerCom Workshops 2017: 581-586 - 2016
- [c16]Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing:
Time-series clustering for data analysis in Smart Grid. SmartGridComm 2016: 606-611 - [p1]Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Simunic Rosing:
Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks. Computational Sustainability 2016: 47-74 - 2015
- [b1]Baris Aksanli:
Energy and Cost Efficient Data Centers. University of California, San Diego, USA, 2015 - [c15]Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing:
Minimizing the effects of data centers on microgrid stability. IGSC 2015: 1-9 - [c14]Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing:
S2Sim: Smart Grid Swarm Simulator. IGSC 2015: 1-6 - 2014
- [c13]Baris Aksanli, Tajana Rosing:
Providing regulation services and managing data center peak power budgets. DATE 2014: 1-4 - [c12]Baris Aksanli, Alper Sinan Akyurek, Madhur Behl, Meghan Clark, Alexandre Donzé, Prabal Dutta, Patrick Lazik, Mehdi Maasoumy, Rahul Mangharam, Truong X. Nghiem, Vasumathi Raman, Anthony Rowe, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Tajana Simunic Rosing, Jagannathan Venkatesh:
Distributed control of a swarm of buildings connected to a smart grid: demo abstract. BuildSys@SenSys 2014: 172-173 - 2013
- [c11]Baris Aksanli, Tajana Rosing, Eddie Pettis:
Distributed battery control for peak power shaving in datacenters. IGCC 2013: 1-8 - [c10]Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing:
HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling. IGCC 2013: 1-8 - [c9]Jagannathan Venkatesh, Baris Aksanli, Tajana Simunic Rosing:
Residential energy simulation and scheduling: A case study approach. ISCC 2013: 161-166 - [c8]Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga:
A comprehensive approach to reduce the energy cost of network of datacenters. ISCC 2013: 275-280 - [c7]Baris Aksanli, Eddie Pettis, Tajana Rosing:
Architecting Efficient Peak Power Shaving Using Batteries in Data Centers. MASCOTS 2013: 242-253 - [c6]Baris Aksanli, Tajana Rosing:
Optimal battery configuration in a residential home with time-of-use pricing. SmartGridComm 2013: 157-162 - 2012
- [j3]Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing:
Using Datacenter Simulation to Evaluate Green Energy Integration. Computer 45(9): 56-64 (2012) - [c5]Baris Aksanli, Tajana Simunic Rosing, Inder Monga:
Benefits of green energy and proportionality in high speed wide area networks connecting data centers. DATE 2012: 175-180 - [c4]Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing:
Managing distributed UPS energy for effective power capping in data centers. ISCA 2012: 488-499 - 2011
- [j2]Alper Sen, Baris Aksanli, Murat Bozkurt:
Speeding Up Cycle Based Logic Simulation Using Graphics Processing Units. Int. J. Parallel Program. 39(5): 639-661 (2011) - [j1]Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing:
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. ACM SIGOPS Oper. Syst. Rev. 45(3): 53-57 (2011) - [c3]Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing:
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. HotPower@SOSP 2011: 5:1-5:5 - 2010
- [c2]Alper Sen, Baris Aksanli, Murat Bozkurt, Melih Mert:
Parallel Cycle Based Logic Simulation Using Graphics Processing Units. ISPDC 2010: 71-78 - [c1]Alper Sen, Baris Aksanli, Murat Bozkurt:
Using Graphics Processing Units for Logic Simulation of Electronic Designs. MTV 2010: 73-76
Coauthor Index
[j21] [j20] [c54] [c53] [c52] [c51] [j19] [c49] [c48] [c47] [c46] [c45] [i2] [j17] [j16] [j15] [j14] [j13] [c42] [c41] [i1] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [j12] [c31] [c30] [c29] [c28] [j8] [c27] [c26] [j7] [j4] [c18] [c17] [c16] [p1] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [j3] [c5] [c4] [j1] [c3]
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last updated on 2024-11-11 22:29 CET by the dblp team
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