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Siddhartha Raman Sundara Raman

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2020 – today

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2024
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Siddhartha Raman Sundara Raman, Lizy Kurian John, Jaydeep P. Kulkarni:
NEM-GNN: DAC/ADC-less, Scalable, Reconfigurable, Graph and Sparsity-Aware Near-Memory Accelerator for Graph Neural Networks. ACM Trans. Archit. Code Optim. 21(2): 39 (2024)
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Siddhartha Raman Sundara Raman, Lizy K. John, Jaydeep P. Kulkarni:
SACHI: A Stationarity-Aware, All-Digital, Near-Memory, Ising Architecture. HPCA 2024: 719-731
2022
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Siddhartha Raman Sundara Raman, S. S. Teja Nibhanupudi, Jaydeep P. Kulkarni:
Enabling In-Memory Computations in Non-Volatile SRAM Designs. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(2): 557-568 (2022)
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Shanshan Xie, Siddhartha Raman Sundara Raman, Can Ni, Meizhi Wang, Mengtian Yang, Jaydeep P. Kulkarni:
Ising-CIM: A Reconfigurable and Scalable Compute Within Memory Analog Ising Accelerator for Solving Combinatorial Optimization Problems. IEEE J. Solid State Circuits 57(11): 3453-3465 (2022)
2021
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Siddhartha Raman Sundara Raman, Shanshan Xie, Jaydeep P. Kulkarni:
Compute-in-eDRAM with Backend Integrated Indium Gallium Zinc Oxide Transistors. ISCAS 2021: 1-5

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