Picture for Venkata Sai Praneeth Karempudi

Venkata Sai Praneeth Karempudi

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

Add code
Feb 09, 2024
Viaarxiv icon

A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators

Add code
Feb 07, 2024
Viaarxiv icon

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

Add code
Apr 15, 2023
Viaarxiv icon

SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs

Add code
Feb 14, 2023
Viaarxiv icon

An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks

Add code
Feb 03, 2023
Viaarxiv icon