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20222025
most citedPhotonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.DC2025

CGSim: A Simulation Framework for Large Scale Distributed Computing Environment

Sairam Sri Vatsavai, Raees Khan, Kuan-Chieh Hsu +20

Large-scale distributed computing infrastructures such as the Worldwide LHC Computing Grid (WLCG) require comprehensive simulation tools for evaluating performance, testing new alg…

cs.AR2024

HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference

Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi, Ishan Thakkar

Several photonic microring resonators (MRRs) based analog accelerators have been proposed to accelerate the inference of integer-quantized CNNs with remarkably higher throughput an…

cs.AR2023

High-Speed and Energy-Efficient Non-Binary Computing with Polymorphic Electro-Optic Circuits and Architectures

Ishan Thakkar, Sairam Sri Vatsavai, Venkata Sai Praneeth Karempudi

In this paper, we present microring resonator (MRR) based polymorphic E-O circuits and architectures that can be employed for high-speed and energy-efficient non-binary reconfigura…

cs.ET2023

A Polymorphic Electro-Optic Logic Gate for High-Speed Reconfigurable Computing Circuits

Venkata Sai Praneeth Karempudi, Sairam Sri Vatsavai, Ishan Thakkar +1

In the wake of dwindling Moore's law, integrated electro-optic (E-O) computing circuits have shown revolutionary potential to provide progressively faster and more efficient hardwa…

cs.AR2022★ 1 cited

Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors

Sairam Sri Vatsavai, Ishan G Thakkar

Photonic Microring Resonator (MRR) based hardware accelerators have been shown to provide disruptive speedup and energy-efficiency improvements for processing deep Convolutional Ne…