A. Alper Goksoy

According to our database, A. Alper Goksoy authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

Runtime Monitoring of ML-Based Scheduling Algorithms Toward Robust Domain-Specific SoCs.

A. Alper Goksoy, Alish Kanani, Satrajit Chatterjee, Ümit Y. Ogras

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs).

Anish Krishnakumar, Hanguang Yu, Tutu Ajayi, A. Alper Goksoy, Vishrut Pandey, Joshua Mack, Md Sahil Hassan, Kuan-Yu Chen, Chaitali Chakrabarti, Daniel W. Bliss, Ali Akoglu, Hun-Seok Kim, Ronald G. Dreslinski, David T. Blaauw, Ümit Y. Ogras

IEEE Des. Test, February, 2024

Energy-Efficient and Communication-Aware Architectures for Accelerating Deep Learning Workloads.

A. Alper Goksoy, Jiahao Lin, Ümit Y. Ogras

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Exploiting 2.5D/3D Heterogeneous Integration for AI Computing.

Zhenyu Wang, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Yaotian Liu, Jae-Sun Seo, Chaitali Chakrabarti, Ümit Y. Ogras, Vidya A. Chhabria, Jeff Zhang, Yu Cao

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

2023

DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips.

Toygun Basaklar, A. Alper Goksoy, Anish Krishnakumar, Suat Gumussoy, Ümit Y. Ogras

ACM Trans. Embed. Comput. Syst., October, 2023

CANNON: Communication-Aware Sparse Neural Network Optimization.

A. Alper Goksoy, Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu

IEEE Trans. Emerg. Top. Comput., 2023

Energy-Efficient On-Chip Training for Customized Home-based Rehabilitation Systems.

A. Alper Goksoy, Sizhe An, Ümit Y. Ogras

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

Benchmarking Heterogeneous Integration with 2.5D/3D Interconnect Modeling.

Zhenyu Wang, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Jae-Sun Seo, Chaitali Chakrabarti, Ümit Y. Ogras, Vidya A. Chhabria, Yu Cao

Proceedings of the 15th IEEE International Conference on ASIC, 2023

2022

COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks.

Sumit K. Mandal, Gokul Krishnan, A. Alper Goksoy, Gopikrishnan Ravindran Nair, Yu Cao, Ümit Y. Ogras

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs.

A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras

IEEE Embed. Syst. Lett., 2022

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor.

Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, Ilkin Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John S. Brunhaver, Chaitali Chakrabarti, Liangliang Chang, Kuan-Yu Chen, Ming-Hung Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Y. Fu, A. Alper Goksoy, X. He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, Hun-Seok Kim, A. N. Krishnakumar, Yang Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, Brittany M. McCall, Trevor N. Mudge, Ümit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Big-Little Chiplets for In-Memory Acceleration of DNNs: A Scalable Heterogeneous Architecture.

Gokul Krishnan, A. Alper Goksoy, Sumit K. Mandal, Zhenyu Wang, Chaitali Chakrabarti, Jae-sun Seo, Ümit Y. Ogras, Yu Cao

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2020

Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems.

Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework.

Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras

IEEE Trans. Computers, 2020

2019

Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips.

Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras

CoRR, 2019

A simulation framework for domain-specific system-on-chips: work-in-progress.

Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019