CANNON: Communication-Aware Sparse Neural Network Optimization
Goksoy, A. Alper, Li, Guihong, Mandal, Sumit K., Ogras, Umit Y., Marculescu, Radu
Published in IEEE transactions on emerging topics in computing (01.10.2023)
Published in IEEE transactions on emerging topics in computing (01.10.2023)
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Journal Article
COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks
Mandal, Sumit K., Krishnan, Gokul, Alper Goksoy, A., Nair, Gopikrishnan Ravindran, Cao, Yu, Ogras, Umit Y.
Published in IEEE journal on emerging and selected topics in circuits and systems (01.06.2022)
Published in IEEE journal on emerging and selected topics in circuits and systems (01.06.2022)
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Journal Article
Theoretical Validation and Hardware Implementation of Dynamic Adaptive Scheduling for Heterogeneous Systems on Chip
Goksoy, A. Alper, Hassan, Sahil, Krishnakumar, Anish, Marculescu, Radu, Akoglu, Ali, Ogras, Umit Y.
Published in Journal of low power electronics and applications (01.12.2023)
Published in Journal of low power electronics and applications (01.12.2023)
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Journal Article
Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems
Krishnakumar, Anish, Arda, Samet E., Goksoy, A. Alper, Mandal, Sumit K., Ogras, Umit Y., Sartor, Anderson L., Marculescu, Radu
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.11.2020)
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Journal Article
Energy-Efficient On-Chip Training for Customized Home-based Rehabilitation Systems
Goksoy, A. Alper, An, Sizhe, Ogras, Umit Y.
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs
Goksoy, A. Alper, Krishnakumar, Anish, Hassan, Md Sahil, Farcas, Allen J., Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y.
Published in IEEE embedded systems letters (01.03.2022)
Published in IEEE embedded systems letters (01.03.2022)
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Journal Article
COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks
Mandal, Sumit K, Krishnan, Gokul, A Alper Goksoy, Gopikrishnan Ravindran Nair, Cao, Yu, Ogras, Umit Y
Published in arXiv.org (15.05.2022)
Published in arXiv.org (15.05.2022)
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Paper
Journal Article
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs
A Alper Goksoy, Krishnakumar, Anish, Hassan, Md Sahil, Farcas, Allen J, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y
Published in arXiv.org (22.09.2021)
Published in arXiv.org (22.09.2021)
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Paper
Journal Article
Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems
Krishnakumar, Anish, Arda, Samet E, A Alper Goksoy, Mandal, Sumit K, Ogras, Umit Y, Sartor, Anderson L, Marculescu, Radu
Published in arXiv.org (06.08.2020)
Published in arXiv.org (06.08.2020)
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Paper
Journal Article
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework
Arda, Samet E., Krishnakumar, Anish, Goksoy, A. Alper, Kumbhare, Nirmal, Mack, Joshua, Sartor, Anderson L., Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y.
Published in IEEE transactions on computers (01.08.2020)
Published in IEEE transactions on computers (01.08.2020)
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Journal Article
Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips
Arda, Samet E., Anish, NK, Goksoy, A. Alper, Mack, Joshua, Kumbhare, Nirmal, Sartor, Anderson L., Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y.
Published in 2019 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) (01.10.2019)
Published in 2019 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) (01.10.2019)
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Conference Proceeding
DS3: A System-Level D omain- S pecific S ystem-on-Chip S imulation Framework
Arda, Samet E, Krishnakumar, Anish, A Alper Goksoy, Kumbhare, Nirmal, Mack, Joshua, Sartor, Anderson L, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y
Published in IEEE transactions on computers (01.01.2020)
Published in IEEE transactions on computers (01.01.2020)
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Journal Article
Big-Little Chiplets for In-Memory Acceleration of DNNs: A Scalable Heterogeneous Architecture
Krishnan, Gokul, Goksoy, A. Alper, Mandal, Sumit K., Wang, Zhenyu, Chakrabarti, Chaitali, Seo, Jae-sun, Ogras, Umit Y., Cao, Yu
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework
Arda, Samet E, NK, Anish, Goksoy, A. Alper, Kumbhare, Nirmal, Mack, Joshua, Sartor, Anderson L, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y
Year of Publication 19.03.2020
Year of Publication 19.03.2020
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Journal Article
Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips
Arda, Samet E, NK, Anish, Goksoy, A. Alper, Mack, Joshua, Kumbhare, Nirmal, Sartor, Anderson L, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y
Year of Publication 09.08.2019
Year of Publication 09.08.2019
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Journal Article
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs)
Krishnakumar, Anish, Yu, Hanguang, Ajayi, Tutu, Goksoy, A. Alper, Pandey, Vishrut, Mack, Joshua, Hassan, Sahil, Chen, Kuan-Yu, Chakrabarti, Chaitali, Bliss, Daniel W., Akoglu, Ali, Kim, Hun-Seok, Dreslinski, Ronald G., Blaauw, David, Ogras, Umit Y.
Published in IEEE design and test (01.02.2024)
Published in IEEE design and test (01.02.2024)
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Magazine Article
FALCON: An FPGA Emulation Platform for Domain-Specific Systems-on-Chip (DSSoCs)
Krishnakumar, Anish, Yu, Hanguang, Ajayi, Tutu, Alper Goksoy, A., Pandey, Vishrut, Mack, Joshua, Hassan, Sahil, Chen, Kuan-Yu, Chakrabarti, Chaitali, Bliss, Daniel W., Akoglu, Ali, Kim, Hun-Seok, Dreslinski, Ronald G., Blaauw, David, Ogras, Umit Y.
Published in IEEE design and test (29.06.2023)
Published in IEEE design and test (29.06.2023)
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Magazine Article