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03/10/2023
MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms
To enable emerging applications such as deep machine learning and graph ...
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05/26/2022
RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers
Network-on-chip (NoC) architectures rely on buffers to store flits to co...
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11/30/2020
HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration
Heterogeneous manycore architectures are the key to efficiently execute ...
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09/21/2020
A Survey of Resource Management for Processing-in-Memory and Near-Memory Processing Architectures
Due to amount of data involved in emerging deep learning and big data ap...
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06/10/2019
Inter-Tier Process Variation-Aware Monolithic 3D NoC Architectures
Monolithic 3D (M3D) technology enables high density integration, perform...
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10/20/2018
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems
The rising use of deep learning and other big-data algorithms has led to...
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12/05/2017
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems
Convolutional Neural Networks (CNNs) have shown a great deal of success ...
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11/30/2017