Venkata Sai Praneeth Karempudi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Efficient Inference

Comparative Study

Top Venues

ACM Great Lakes Symposium on VLSI

ACM J. Emerg. Technol. Comput. Syst.

Publications

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 (2024)
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)
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)
Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Oluwaseun Adewunmi Alo, Ishan G. Thakkar
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators. CoRR (2024)
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 (2024)
Venkata Sai Praneeth Karempudi, Janibul Bashir, Ishan G. Thakkar
An Analysis of Various Design Pathways Towards Multi-Terabit Photonic On-Interposer Interconnects. ACM J. Emerg. Technol. Comput. Syst. 20 (2) (2024)
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 (2023)
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)
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)
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)
Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar
An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks. CoRR (2023)
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 (2023)
Venkata Sai Praneeth Karempudi, Ishan G. Thakkar, Jeffrey Todd Hastings
A Silicon Nitride Microring Modulator for High-Performance Photonic Integrated Circuits. CoRR (2023)
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)
Venkata Sai Praneeth Karempudi, Janibul Bashir, Ishan G. Thakkar
An Analysis of Various Design Pathways Towards Multi-Terabit Photonic On-Interposer Interconnects. CoRR (2023)
Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan G. Thakkar, Ahmad Salehi, Jeffrey Todd Hastings
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs. CoRR (2023)
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Venkata Sai Praneeth Karempudi, Ishan G. Thakkar, Jeffrey Todd Hastings
A Silicon Nitride Microring Based High-Speed, Tuning-Efficient, Electro-Refractive Modulator. iSES (2022)
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. CoRR (2021)
Venkata Sai Praneeth Karempudi, Shreyan Datta, Ishan G. Thakkar
Design Exploration and Scalability Analysis of a CMOS-Integrated, Polymorphic, Nanophotonic Arithmetic-Logic Unit. SenSys (2021)
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)
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)
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 (2020)
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 (2020)
Venkata Sai Praneeth Karempudi, Ishan G. Thakkar
Mitigating inter-channel crosstalk non-uniformity in microring filter arrays of photonic NoCs: work-in-progress. CODES+ISSS (2019)