Search Results for author: Sudhakar Yalamanchili

Found 2 papers, 0 papers with code

Memory Slices: A Modular Building Block for Scalable, Intelligent Memory Systems

no code implementations16 Mar 2018 Bahar Asgari, Saibal Mukhopadhyay, Sudhakar Yalamanchili

However, these efforts ignored maintaining a balance between bandwidth and compute rate of an architecture, with those of applications, which is a key principle in designing scalable large systems.

Hardware Architecture Performance

NeuroTrainer: An Intelligent Memory Module for Deep Learning Training

no code implementations12 Oct 2017 Duckhwan Kim, Taesik Na, Sudhakar Yalamanchili, Saibal Mukhopadhyay

This paper presents, NeuroTrainer, an intelligent memory module with in-memory accelerators that forms the building block of a scalable architecture for energy efficient training for deep neural networks.

Hardware Architecture

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