Work

HuNT: Exploiting Heterogeneous PIM Devices to Design a 3-D Manycore Architecture for DNN Training

Year: 2024

Type: article

Source: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

DOI: 10.1109/tcad.2024.3444708

Authors: Chukwufumnanya Ogbogu, Gaurav Narang, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande

Institutions: Washington State University, University of Houston, Arizona State University

Language: English

Topic: Advanced Memory and Neural Computing

Subfield: Electrical and Electronic Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funder: National Science Foundation

Awards: CSR: Small: Processing-in-Memory enabled Manycore Systems to Accelerate Graph Neural Network-based Data Analytics, Collaborative Research: CNS Core: Medium: Exploiting Synergies Between Machine-Learning Algorithms and Hardware Heterogeneity for High-Performance and Reliable Manycore Computing

OpenAlex ID: W4404101434

FWCI: 0.822

Cites: 36

Cited by: 8

Related to: 10