Baris Aksanli

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

Activity Detection

Machine Learning

Spiking Neural Networks

Top Venues

IEEE Internet Things J.

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

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) (2024)
Onat Güngör, Tajana Rosing, Baris Aksanli
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE (2024)
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC (2024)
Onat Güngör, Tajana Rosing, Baris Aksanli
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR (2023)
Onat Güngör, Tajana Rosing, Baris Aksanli
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE (2023)
Josef Miller, Mauro Garcia, Baris Aksanli
WIP: Optimizing Solar-powered BLE Beacons for Wildlife Monitoring. WoWMoM (2023)
Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets (2023)
Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED (2023)
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) (2023)
Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC (2023)
Alice Sokolova, Baris Aksanli, Fred Harris, Harinath Garudadri
Consolidating Compression and Revisiting Expansion: an Alternative Amplification Rule for Wide Dynamic Range Compression. WASPAA (2023)
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)
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 (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS (2022)
Justin Morris, Hin Wai Lui, Kenneth 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)
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohen 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) (2022)
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) (2022)
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) (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140 (2022)
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) (2022)
Onat Güngör, Tajana Rosing, Baris Aksanli
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS (2021)
Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen, Rajesh K. Gupta, Baris Aksanli, Fredric Harris, Harinath Garudadri
Multirate Audiometric Filter Bank for Hearing Aid Devices. ACSCC (2021)
Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD (2021)
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)
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)
Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM (2021)
Onat Güngör, Tajana Rosing, Baris Aksanli
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS (2021)
Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED (2021)
Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli
LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm (2020)
Baris Aksanli, Tajana Simunic Rosing
Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. 8 (1) (2020)
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)
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)
Onat Güngör, Tajana Simunic Rosing, Baris Aksanli
RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS (2020)
Tasneem Singh, Baris Aksanli
Real-time Traffic Monitoring and SQL Injection Attack Detection for Edge Networks. Q2SWinet (2019)
Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing
Hierarchical and Distributed Machine Learning Inference Beyond the Edge. ICNSC (2019)
Onat Güngör, Baris Aksanli, Reyhan Aydogan
Algorithm selection and combining multiple learners for residential energy prediction. Future Gener. Comput. Syst. 99 (2019)
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)
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) (2019)
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) (2019)
Sagar Shelke, Baris Aksanli
Static and Dynamic Activity Detection with Ambient Sensors in Smart Spaces. Sensors 19 (4) (2019)
Saipriyati Singh, Baris Aksanli
Detecting Multiple People with Low-Resolution Thermal Sensors in Smart Spaces. IEEE SENSORS (2019)
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)
Neha Belapurkar, Jacob Harbour, Sagar Shelke, Baris Aksanli
Building Data-Aware and Energy-Efficient Smart Spaces. IEEE Internet Things J. 5 (6) (2018)
Neha Belapurkar, Sagar Shelke, Baris Aksanli
The case for ambient sensing for human activity detection. IOT (2018)
Aniruddha Patel, Chinmay Prabhudesai, Baris Aksanli
Non-Intrusive Activity Detection and Prediction in Smart Residential Spaces. UEMCON (2018)
Neha Avinash Belapurkar, Baris Aksanli
Energy-Efficient Human Activity Detection in Smart Spaces. MobiWac (2018)
Sagar Shelke, Jacob Harbour, Baris Aksanli
Building an Intelligent and Efficient Smart Space to Detect Human Behavior in Common Areas. ISNCC (2018)
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) (2018)
Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing
Scalable-Application Design for the IoT. IEEE Softw. 34 (1) (2017)
Baris Aksanli, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing
Context-aware and user-centric residential energy management. PerCom Workshops (2017)
Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing
Accuracy-resource tradeoff for edge devices in Internet of Things. PerCom Workshops (2017)
Baris Aksanli
Data Center Peak Power Management with Energy Storage Devices. IEEE Internet Comput. 21 (4) (2017)
Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing
Time-series clustering for data analysis in Smart Grid. SmartGridComm (2016)
Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing
S2Sim: Smart Grid Swarm Simulator. IGSC (2015)
Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing
Minimizing the effects of data centers on microgrid stability. IGSC (2015)
Baris Aksanli, Tajana Rosing
Providing regulation services and managing data center peak power budgets. DATE (2014)
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)
Jagannathan Venkatesh, Baris Aksanli, Tajana Simunic Rosing
Residential energy simulation and scheduling: A case study approach. ISCC (2013)
Baris Aksanli, Tajana Rosing, Eddie Pettis
Distributed battery control for peak power shaving in datacenters. IGCC (2013)
Baris Aksanli, Tajana Rosing
Optimal battery configuration in a residential home with time-of-use pricing. SmartGridComm (2013)
Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga
A comprehensive approach to reduce the energy cost of network of datacenters. ISCC (2013)
Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing
HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling. IGCC (2013)
Baris Aksanli, Eddie Pettis, Tajana Rosing
Architecting Efficient Peak Power Shaving Using Batteries in Data Centers. MASCOTS (2013)
Baris Aksanli, Tajana Simunic Rosing, Inder Monga
Benefits of green energy and proportionality in high speed wide area networks connecting data centers. DATE (2012)
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)
Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing
Using Datacenter Simulation to Evaluate Green Energy Integration. Computer 45 (9) (2012)
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)
Alper Sen, Baris Aksanli, Murat Bozkurt
Speeding Up Cycle Based Logic Simulation Using Graphics Processing Units. Int. J. Parallel Program. 39 (5) (2011)
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) (2011)
Alper Sen, Baris Aksanli, Murat Bozkurt, Melih Mert
Parallel Cycle Based Logic Simulation Using Graphics Processing Units. ISPDC (2010)
Alper Sen, Baris Aksanli, Murat Bozkurt
Using Graphics Processing Units for Logic Simulation of Electronic Designs. MTV (2010)