Baris Aksanli

According to our database, Baris Aksanli authored at least 78 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimized Early Prediction of Business Processes with Hyperdimensional Computing.

Fatemeh Asgarinejad, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli

Inf., August, 2024

Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing.

Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli

Sensors, February, 2024

VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data.

Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

A²HD: Adaptive Adversarial Training for Hyperdimensional Computing-Based Intrusion Detection Against Adversarial Attacks.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection.

Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.

Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics.

Onat Güngör, Tajana Rosing, Baris Aksanli

CoRR, 2023

WIP: Optimizing Solar-powered BLE Beacons for Wildlife Monitoring.

Josef Miller, Mauro Garcia, Baris Aksanli

Proceedings of the 24th IEEE International Symposium on a World of Wireless, 2023

Consolidating Compression and Revisiting Expansion: an Alternative Amplification Rule for Wide Dynamic Range Compression.

Alice Sokolova, Baris Aksanli, Fred Harris, Harinath Garudadri

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems.

Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the International Conference on Smart Applications, 2023

HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs.

Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.

Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

Validation of Frequency Warping (Freping) as a new tool for feedback control in hearing aids.

Alice Sokolova, Varsha Rallapalli, Anusha Yellamsetty, Martin Hunt, Baris Aksanli, Fredric J. Harris, Harinath Garudadri

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System.

Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic

ACM Trans. Embed. Comput. Syst., November, 2022

Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing

ACM Trans. Embed. Comput. Syst., 2022

Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.

Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices.

Onat Güngör, Tajana Rosing, Baris Aksanli

IEEE Internet Things J., 2022

RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing.

Onat Güngör, Tajana Rosing, Baris Aksanli

CoRR, 2022

STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance.

Onat Güngör, Tajana Rosing, Baris Aksanli

Comput. Ind., 2022

Real-Time Multirate Multiband Amplification for Hearing Aids.

Alice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri

IEEE Access, 2022

DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.

Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.

Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction.

Onat Güngör, Tajana Rosing, Baris Aksanli

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.

Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing.

Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.

Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.

Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Multirate Audiometric Filter Bank for Hearing Aid Devices.

Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Human Behavior Aware Energy Management in Residential Cyber-Physical Systems.

Baris Aksanli, Tajana Simunic Rosing

IEEE Trans. Emerg. Top. Comput., 2020

Multi-label HD Classification in 3D Flash.

Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction.

Onat Güngör, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli

Proceedings of the 2020 IEEE International Conference on Communications, 2020

RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments.

Onat Güngör, Tajana Simunic Rosing, Baris Aksanli

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy.

Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019

Optimal Performance-Aware Cooling on Enterprise Servers.

Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli, Tajana Simunic Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Static and Dynamic Activity Detection with Ambient Sensors in Smart Spaces.

Sagar Shelke, Baris Aksanli

Sensors, 2019

Non-Intrusive Presence Detection and Position Tracking for Multiple People Using Low-Resolution Thermal Sensors.

Saipriyati Singh, Baris Aksanli

J. Sens. Actuator Networks, 2019

Algorithm selection and combining multiple learners for residential energy prediction.

Onat Güngör, Baris Aksanli, Reyhan Aydogan

Future Gener. Comput. Syst., 2019

A Wearable Device Network to Track Animal Behavior and Relationships in the Wild.

Luis Camal, Anup Kirtane, Teresa Blanco, Roberto Casas, Federico Rossano, Baris Aksanli

Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Real-time Traffic Monitoring and SQL Injection Attack Detection for Edge Networks.

Tasneem Singh, Baris Aksanli

Proceedings of the 15th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2019

Detecting Multiple People with Low-Resolution Thermal Sensors in Smart Spaces.

Saipriyati Singh, Baris Aksanli

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Hierarchical and Distributed Machine Learning Inference Beyond the Edge.

Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing

Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control.

Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Modular and Personalized Smart Health Application Design in a Smart City Environment.

Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing

IEEE Internet Things J., 2018

Building Data-Aware and Energy-Efficient Smart Spaces.

Neha Belapurkar, Jacob Harbour, Sagar Shelke, Baris Aksanli

IEEE Internet Things J., 2018

Non-Intrusive Activity Detection and Prediction in Smart Residential Spaces.

Aniruddha Patel, Chinmay Prabhudesai, Baris Aksanli

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Energy-Efficient Human Activity Detection in Smart Spaces.

Neha Avinash Belapurkar, Baris Aksanli

Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access, 2018

Building an Intelligent and Efficient Smart Space to Detect Human Behavior in Common Areas.

Sagar Shelke, Jacob Harbour, Baris Aksanli

Proceedings of the 2018 International Symposium on Networks, Computers and Communications, 2018

The case for ambient sensing for human activity detection.

Neha Belapurkar, Sagar Shelke, Baris Aksanli

Proceedings of the 8th International Conference on the Internet of Things, 2018

2017

Scalable-Application Design for the IoT.

Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing

IEEE Softw., 2017

Data Center Peak Power Management with Energy Storage Devices.

Baris Aksanli

IEEE Internet Comput., 2017

Accuracy-resource tradeoff for edge devices in Internet of Things.

Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Context-aware and user-centric residential energy management.

Baris Aksanli, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

2016

Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks.

Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Simunic Rosing

Proceedings of the Computational Sustainability, 2016

Time-series clustering for data analysis in Smart Grid.

Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

2015

Energy and Cost Efficient Data Centers.

Baris Aksanli

PhD thesis, 2015

S2Sim: Smart Grid Swarm Simulator.

Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Minimizing the effects of data centers on microgrid stability.

Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014

Distributed control of a swarm of buildings connected to a smart grid: demo abstract.

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

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Providing regulation services and managing data center peak power budgets.

Baris Aksanli, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013

Optimal battery configuration in a residential home with time-of-use pricing.

Baris Aksanli, Tajana Rosing

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Architecting Efficient Peak Power Shaving Using Batteries in Data Centers.

Baris Aksanli, Eddie Pettis, Tajana Rosing

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Residential energy simulation and scheduling: A case study approach.

Jagannathan Venkatesh, Baris Aksanli, Tajana Simunic Rosing

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

A comprehensive approach to reduce the energy cost of network of datacenters.

Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling.

Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing

Proceedings of the International Green Computing Conference, 2013

Distributed battery control for peak power shaving in datacenters.

Baris Aksanli, Tajana Rosing, Eddie Pettis

Proceedings of the International Green Computing Conference, 2013

2012

Using Datacenter Simulation to Evaluate Green Energy Integration.

Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing

Computer, 2012

Managing distributed UPS energy for effective power capping in data centers.

Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing

Proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012), 2012

Benefits of green energy and proportionality in high speed wide area networks connecting data centers.

Baris Aksanli, Tajana Simunic Rosing, Inder Monga

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011

Utilizing green energy prediction to schedule mixed batch and service jobs in data centers.

Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing

ACM SIGOPS Oper. Syst. Rev., 2011

Speeding Up Cycle Based Logic Simulation Using Graphics Processing Units.

Alper Sen, Baris Aksanli, Murat Bozkurt

Int. J. Parallel Program., 2011

2010

Using Graphics Processing Units for Logic Simulation of Electronic Designs.

Alper Sen, Baris Aksanli, Murat Bozkurt

Proceedings of the 11th International Workshop on Microprocessor Test and Verification, 2010

Parallel Cycle Based Logic Simulation Using Graphics Processing Units.

Alper Sen, Baris Aksanli, Murat Bozkurt, Melih Mert

Proceedings of the Ninth International Symposium on Parallel and Distributed Computing, 2010