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Sairam Sri Vatsavai
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2020 – today
- 2024
- [c13]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar, Oluwaseun Adewunmi Alo, Jeffrey Todd Hastings, Justin Scott Woods:
A Low-Dissipation and Scalable GEMM Accelerator with Silicon Nitride Photonics. ISQED 2024: 1-8 - [c12]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Oluwaseun Adewunmi Alo, Ishan G. Thakkar:
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators. ISQED 2024: 1-8 - [c11]Oluwaseun Adewunmi Alo, Sairam Sri Vatsavai, Ishan G. Thakkar:
Scaling Analog Photonic Accelerators for Byte-Size, Integer General Matrix Multiply (GEMM) Kernels. ISVLSI 2024: 409-414 - [c10]David K. Park, Yihui Ren, Ozgur O. Kilic, Tatiana Korchuganova, Sairam Sri Vatsavai, Joseph Boudreau, Tasnuva Chowdhury, Shengyu Feng, Raees Khan, Jaehyung Kim, Scott Klasky, Tadashi Maeno, Paul Nilsson, Verena Ingrid Martinez Outschoorn, Norbert Podhorszki, Frédéric Suter, Wei Yang, Yiming Yang, Shinjae Yoo, Alexei Klimentov, Adolfy Hoisie:
AI Surrogate Model for Distributed Computing Workloads. SC Workshops 2024: 79-86 - [i17]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Oluwaseun Adewunmi Alo, Ishan G. Thakkar:
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators. CoRR abs/2402.03149 (2024) - [i16]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar:
HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference. CoRR abs/2402.03247 (2024) - [i15]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar, Oluwaseun Adewunmi Alo, Jeffrey Todd Hastings, Justin Scott Woods:
A Low-Dissipation and Scalable GEMM Accelerator with Silicon Nitride Photonics. CoRR abs/2402.11047 (2024) - [i14]Oluwaseun Adewunmi Alo, Sairam Sri Vatsavai, Ishan G. Thakkar:
Scaling Analog Photonic Accelerators for Byte-Size, Integer General Matrix Multiply (GEMM) Kernels. CoRR abs/2407.06134 (2024) - [i13]David K. Park, Yihui Ren, Ozgur O. Kilic, Tatiana Korchuganova, Sairam Sri Vatsavai, Joseph Boudreau, Tasnuva Chowdhury, Shengyu Feng, Raees Khan, Jaehyung Kim, Scott Klasky, Tadashi Maeno, Paul Nilsson, Verena Ingrid Martinez Outschoorn, Norbert Podhorszki, Frédéric Suter, Wei Yang, Yiming Yang, Shinjae Yoo, Alexei Klimentov, Adolfy Hoisie:
AI Surrogate Model for Distributed Computing Workloads. CoRR abs/2410.07940 (2024) - [i12]Changpeng Ti, Usman Hassan, Sairam Sri Vatsavai, Margaret McCarter, Aastha Vasdev, Jincheng An, Barat Achinuq, Ulrich Welp, Sen-Ching S. Cheung, Ishan G. Thakkar, Jeffrey Todd Hastings:
Mixed Delay/Nondelay Embeddings Based Neuromorphic Computing with Patterned Nanomagnet Arrays. CoRR abs/2412.04622 (2024) - 2023
- [c9]Ishan G. Thakkar
, Sairam Sri Vatsavai
, Venkata Sai Praneeth Karempudi
:
High-Speed and Energy-Efficient Non-Binary Computing with Polymorphic Electro-Optic Circuits and Architectures. ACM Great Lakes Symposium on VLSI 2023: 545-550 - [c8]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar, Sayed Ahmad Salehi, Jeffrey Todd Hastings:
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs. IPDPS 2023: 546-556 - [c7]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar, Jeffrey Todd Hastings:
A Polymorphic Electro-Optic Logic Gate for High-Speed Reconfigurable Computing Circuits. ISQED 2023: 1-8 - [c6]Supreeth Mysore Shivanandamurthy, Sairam Sri Vatsavai, Ishan G. Thakkar, Sayed Ahmad Salehi:
AGNI: In-Situ, Iso-Latency Stochastic-to-Binary Number Conversion for In-DRAM Deep Learning. ISQED 2023: 1-8 - [c5]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar:
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks. ISQED 2023: 1-8 - [c4]Sairam Sri Vatsavai, Ishan G. Thakkar:
A Bit-Parallel Deterministic Stochastic Multiplier. ISQED 2023: 1 - [i11]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar, Jeffrey Todd Hastings:
A Polymorphic Electro-Optic Logic Gate for High-Speed Reconfigurable Computing Circuits. CoRR abs/2301.13626 (2023) - [i10]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar:
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks. CoRR abs/2302.06405 (2023) - [i9]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar, Sayed Ahmad Salehi, Jeffrey Todd Hastings:
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs. CoRR abs/2302.07036 (2023) - [i8]Supreeth Mysore Shivanandamurthy, Sairam Sri Vatsavai, Ishan G. Thakkar, Sayed Ahmad Salehi:
AGNI: In-Situ, Iso-Latency Stochastic-to-Binary Number Conversion for In-DRAM Deep Learning. CoRR abs/2302.07746 (2023) - [i7]Sairam Sri Vatsavai, Ishan G. Thakkar:
A Bit-Parallel Deterministic Stochastic Multiplier. CoRR abs/2302.08324 (2023) - [i6]Ishan G. Thakkar, Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi:
High-Speed and Energy-Efficient Non-Binary Computing with Polymorphic Electro-Optic Circuits and Architectures. CoRR abs/2304.07608 (2023) - 2022
- [j2]Sairam Sri Vatsavai
, Ishan G. Thakkar
:
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs With Mixed-Sized Tensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4337-4348 (2022) - [i5]Sairam Sri Vatsavai, Ishan G. Thakkar:
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors. CoRR abs/2207.05278 (2022) - 2021
- [j1]Sai Vineel Reddy Chittamuru
, Ishan G. Thakkar
, Sudeep Pasricha
, Sairam Sri Vatsavai, Varun Bhat:
Exploiting Process Variations to Secure Photonic NoC Architectures From Snooping Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(5): 850-863 (2021) - [c3]Sairam Sri Vatsavai, Ishan G. Thakkar:
Silicon Photonic Microring Based Chip-Scale Accelerator for Delayed Feedback Reservoir Computing. VLSID 2021: 129-134 - [i4]Sairam Sri Vatsavai, Ishan G. Thakkar:
Silicon Photonic Microring Based Chip-Scale Accelerator for Delayed Feedback Reservoir Computing. CoRR abs/2101.00557 (2021) - 2020
- [c2]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar:
Redesigning Photonic Interconnects with Silicon-on-Sapphire Device Platform for Ultra-Low-Energy On-Chip Communication. ACM Great Lakes Symposium on VLSI 2020: 247-252 - [c1]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar:
PROTEUS: Rule-Based Self-Adaptation in Photonic NoCs for Loss-Aware Co-Management of Laser Power and Performance. NOCS 2020: 1-8 - [i3]Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan G. Thakkar:
Redesigning Photonic Interconnects with Silicon-on-Sapphire Device Platform for Ultra-Low-Energy On-Chip Communication. CoRR abs/2003.11895 (2020) - [i2]Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasricha, Sairam Sri Vatsavai, Varun Bhat:
Exploiting Process Variations to Secure Photonic NoC Architectures from Snooping Attacks. CoRR abs/2007.10454 (2020) - [i1]Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar:
PROTEUS: Rule-Based Self-Adaptation in Photonic NoCs for Loss-Aware Co-Management of Laser Power and Performance. CoRR abs/2008.07566 (2020)
Coauthor Index
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