Prasanth Prabu Ravichandiran

Works (3)

Updated: April 5th, 2024 15:19

2023 article

Chiplet Set For Artificial Intelligence

2023 IEEE INTERNATIONAL 3D SYSTEMS INTEGRATION CONFERENCE, 3DIC.

By: J. Stevens n, T. Pan n, P. Ravichandiran n & P. Franzon n 

author keywords: ASIP; chiplet; AI accelerator; AIB
TL;DR: This paper presents a chipletized design used for Artificial Intelligence, which details a scalable AI chiplet set, along with Central Processing Units (CPUs), and focuses on phase one, which uses the United Semiconductor Japan Co. (USJC) 55 nm LP process to fabricate the design. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 14, 2023

2023 article

Thermal Estimation for 3D-ICs through Generative Networks

2023 IEEE INTERNATIONAL 3D SYSTEMS INTEGRATION CONFERENCE, 3DIC.

By: P. Kashyap n , P. Ravichandiran n, L. Wang*, D. Baron n , C. Wong n , T. Wu n , P. Franzon n 

author keywords: 3DIC; thermal; generative; GAN; hybrid-bonding
TL;DR: This paper presents a generative approach for modeling the power to heat dissipation for a 3DIC and shows that, given the power map, the model can generate the resultant heat for the bulk, opening the door for thermally aware floorplanning. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 14, 2023

2021 article

A Review of 3D-Dynamic Random-Access Memory based Near-Memory Computation

2021 IEEE INTERNATIONAL 3D SYSTEMS INTEGRATION CONFERENCE (3DIC).

By: P. Ravichandiran n & P. Franzon n 

author keywords: near-memory computation; hardware accelerators; neural network; processing-in-memory; survey; 3D-IC; memory accelerator; comparison; hybrid-memory-cube
TL;DR: This paper analyzes a few critical NMC architecture implementations, specifically those with 3D-Stacked DRAM memory, and organized a literature review across structures, configuration, application, performance metrics, and present challenges and opportunities. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: May 2, 2022

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