SupergravityâSteered Generic Manufacturing of NanosheetsâEmbedded Nanocomposite Hydrogel with Highly Oriented, Heterogeneous Architecture
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Materials"
DOI: 10.1002/adma.202400075
Abstract: Designing nanocomposite hydrogels with oriented nanosheets has emerged as a promising toolkit to achieve preferential performances that go beyond their disordered counterparts. Although current fabrication strategies via electric/magnetic force fields have made remarkable achievements, they… read more here.
Keywords: orientation; supergravity; highly oriented; heterogeneous architecture ... See more keywords
QoS Management on Heterogeneous Architecture for Multiprogrammed, Parallel, and Domain-Specific Applications
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2015.2464153
Abstract: Quality-of-service (QoS) management is widely employed to provide differentiable performance to programs with distinctive priorities on conventional chip-multiprocessor (CMP) platforms. Recently, heterogeneous architecture integrating diverse processor cores on the same silicon has been proposed to… read more here.
Keywords: domain specific; qos management; multiprogrammed parallel; heterogeneous architecture ... See more keywords
Hardware Accelerated Vision Transformer via Heterogeneous Architecture Design and Adaptive Dataflow Mapping
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2024.3517751
Abstract: Vision transformer (ViT) models have demonstrated remarkable advantages in visual tasks. However, the ViT model contains various types of operators, and its sophisticated model structure imposes substantial computational complexity and storage burden. Existing hardware solutions… read more here.
Keywords: architecture; architecture design; heterogeneous architecture; dataflow mapping ... See more keywords
AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2020.3013194
Abstract: The growing popularity of convolutional neural networks (CNNs) along with their complexity has led to the search for efficient computational platforms suitable for them. Resistive random-access memory (ReRAM)-based architectures offer a promising alternative to commonly… read more here.
Keywords: reram; high accuracy; accuracy; training cnns ... See more keywords