CiM3D: Comparator-in-Memory Designs Using Monolithic 3-D Technology for Accelerating Data-Intensive Applications
Ramanathan, Akshay Krishna, Rangachar, Srivatsa Srinivasa, Govindarajan, Hariram Thirucherai, Hung, Je-Min, Lee, Chun-Ying, Xue, Cheng-Xin, Huang, Sheng-Po, Hsueh, Fu-Kuo, Shen, Chang-Hong, Shieh, Jia-Min, Yeh, Wen-Kuan, Ho, Mon-Shu, Sampson, Jack, Chang, Meng-Fan, Narayanan, Vijaykrishnan
Published in IEEE journal on exploratory solid-state computational devices and circuits (01.06.2021)
Published in IEEE journal on exploratory solid-state computational devices and circuits (01.06.2021)
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Journal Article
Recent Advances in Compute-in-Memory Support for SRAM Using Monolithic 3-D Integration
Zhang, Zhixiao, Si, Xin, Srinivasa, Srivatsa, Ramanathan, Akshay Krishna, Chang, Meng-Fan
Published in IEEE MICRO (01.11.2019)
Published in IEEE MICRO (01.11.2019)
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Journal Article
Look-Up Table based Energy Efficient Processing in Cache Support for Neural Network Acceleration
Ramanathan, Akshay Krishna, Kalsi, Gurpreet S, Srinivasa, Srivatsa, Chandran, Tarun Makesh, Pillai, Kamlesh R, Omer, Om J, Narayanan, Vijaykrishnan, Subramoney, Sreenivas
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
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Conference Proceeding
ROBIN: Monolithic-3D SRAM for Enhanced Robustness with In-Memory Computation Support
Rangachar Srinivasa, Srivatsa, Ramanathan, Akshay Krishna, Li, Xueqing, Chen, Wei-Hao, Gupta, Sumeet Kumar, Chang, Meng-Fan, Ghosh, Swaroop, Sampson, Jack, Narayanan, Vijaykrishnan
Published in IEEE transactions on circuits and systems. I, Regular papers (01.07.2019)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.07.2019)
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Journal Article
CAPE: A Content-Addressable Processing Engine
Caminal, Helena, Yang, Kailin, Srinivasa, Srivatsa, Ramanathan, Akshay Krishna, Al-Hawaj, Khalid, Wu, Tianshu, Narayanan, Vijaykrishnan, Batten, Christopher, Martinez, Jose F.
Published in 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2021)
Published in 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2021)
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Conference Proceeding
Programmable Non-Volatile Memory Design Featuring Reconfigurable In-Memory Operations
Jao, Nicholas, Ramanathan, Akshay Krishna, Sengupta, Abhronil, Sampson, John, Narayanan, Vijaykrishnan
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
Published in 2019 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2019)
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Conference Proceeding
Monolithic 3D+ -IC based Reconfigurable Compute-in-Memory SRAM Macro
Srinivasa, Srivatsa, Tu, Yung-Ning, Si, Xin, Xue, Cheng-Xin, Lee, Chun-Ying, Hsueh, Fu-Kuo, Shen, Chane-Hone, Shieh, Jia-Min, Yeh, Wen-Kuan, Ramanathan, Akshay Krishna, Ho, Mon-Shu, Sampson, Jack, Chang, Meng-Fan, Narayanan, Vijaykrishnan
Published in 2019 Symposium on VLSI Technology (01.06.2019)
Published in 2019 Symposium on VLSI Technology (01.06.2019)
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Conference Proceeding
Integrated CAM-RAM Functionality using Ferroelectric FETs
George, Sumitha, Jao, Nicolas, Ramanathan, Akshay Krishna, Li, Xueqing, Gupta, Sumeet Kumar, Sampson, John, Narayanan, Vijaykrishnan
Published in 2020 21st International Symposium on Quality Electronic Design (ISQED) (01.03.2020)
Published in 2020 21st International Symposium on Quality Electronic Design (ISQED) (01.03.2020)
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Conference Proceeding
Harnessing Emerging Technology for Compute-in-Memory Support
Jao, Nicholas, Ramanathan, Akshay Krishna, Srinivasa, Srivatsa, George, Sumitha, Sampson, John, Narayanan, Vijaykrishnan
Published in 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2018)
Published in 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2018)
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Conference Proceeding
Trends and Opportunities for SRAM Based In-Memory and Near-Memory Computation
Srinivasa, Srivatsa, Ramanathan, Akshay Krishna, Sundaram, Jainaveen, Kurian, Dileep, Gopal, Srinivasan, Jain, Nilesh, Srinivasan, Anuradha, Iyer, Ravi, Narayanan, Vijaykrishnan, Karnik, Tanay
Published in 2021 22nd International Symposium on Quality Electronic Design (ISQED) (07.04.2021)
Published in 2021 22nd International Symposium on Quality Electronic Design (ISQED) (07.04.2021)
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Conference Proceeding
Methods, apparatus, and articles of manufacture to improve in-memory multiply and accumulate operations
Kalsi, Gurpreet Singh, Rangachar Srinivasa, Srivatsa, Subramoney, Sreenivas, Ramanathan, Akshay Krishna, Thyagharajan, Anirud, Pillai, Kamlesh, Jain, Saurabh, Omer, Om Ji
Year of Publication 02.04.2024
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Year of Publication 02.04.2024
Patent
TECHNIQUES TO REPURPOSE STATIC RANDOM ACCESS MEMORY ROWS TO STORE A LOOK-UP-TABLE FOR PROCESSOR-IN-MEMORY OPERATIONS
SUBRAMONEY, Sreenivas, RAMANATHAN, Akshay Krishna, PILLAI, Kamlesh R, RANGACHAR SRINIVASA, Srivatsa, KALSI, Gurpreet Singh, JAIN, Saurabh
Year of Publication 08.12.2022
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Year of Publication 08.12.2022
Patent
Monolithic 3D+-IC Based Massively Parallel Compute-in-Memory Macro for Accelerating Database and Machine Learning Primitives
Ramanathan, Akshay Krishna, Rangachar, Srivatsa Srinivasa, Hung, Je-Min, Lee, Chun-Ying, Xue, Cheng-Xin, Huang, Sheng-Po, Hsueh, Fu-Kuo, Shen, Chang-Hong, Shieh, Jia-Min, Yeh, Wen-Kuan, Ho, Mon-Shu, Govindarajan, Hariram Thirucherai, Sampson, Jack, Chang, Meng-Fan, Narayanan, Vijaykrishnan
Published in 2020 IEEE International Electron Devices Meeting (IEDM) (12.12.2020)
Published in 2020 IEEE International Electron Devices Meeting (IEDM) (12.12.2020)
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Conference Proceeding
METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO IMPROVE IN-MEMORY MULTIPLY AND ACCUMULATE OPERATIONS
Kalsi, Gurpreet Singh, Rangachar Srinivasa, Srivatsa, Subramoney, Sreenivas, Ramanathan, Akshay Krishna, Thyagharajan, Anirud, Pillai, Kamlesh, Jain, Saurabh, Omer, Om Ji
Year of Publication 15.04.2021
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Year of Publication 15.04.2021
Patent