Local tone mapping algorithm and hardware implementation
Sign Up to like & getrecommendations! Published in 2018 at "Electronics Letters"
DOI: 10.1049/el.2017.3227
Abstract: A novel tone mapping algorithm and hardware implementation for displaying wide dynamic range (WDR) images are proposed. The algorithm processes WDR images in a pixel-by-pixel fashion in the logarithmic domain, and it uses the block-interpolated… read more here.
Keywords: algorithm hardware; implementation; hardware implementation; tone mapping ... See more keywords
Algorithm and hardware considerations for real-time neural signal on-implant processing
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ac5268
Abstract: Objective. Various on-workstation neural-spike-based brain machine interface (BMI) systems have reached the point of in-human trials, but on-node and on-implant BMI systems are still under exploration. Such systems are constrained by the area and battery. Researchers… read more here.
Keywords: algorithm hardware; detection; real time; algorithm ... See more keywords
Pulley: An Algorithm/Hardware Co-Optimization for In-Memory Sorting
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Computer Architecture Letters"
DOI: 10.1109/lca.2022.3208255
Abstract: Sorting is an important kernel that requires many passes on data, where each pass imposes significant data movement overhead. Processing in memory (PIM) can reduce this data movement overhead while providing high parallelism. The radix… read more here.
Keywords: optimization memory; algorithm hardware; pulley algorithm; hardware optimization ... See more keywords
An Efficient Algorithm-Hardware Co-Design for Radar-Based Fall Detection With Multi-Branch Convolutions
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3232918
Abstract: In this paper, we propose an efficient algorithm-hardware co-design framework to realize radar-based fall detection with limited resources. We first design a compact neural network model named MB-Net with multi-branch convolutions for feature extraction of… read more here.
Keywords: hardware; algorithm hardware; multi branch; design ... See more keywords
Advances in Wearable Brain-Computer Interfaces From an Algorithm-Hardware Co-Design Perspective
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3177616
Abstract: Brain-computer interface (BCI), a communication technology between brain and computer developed for a long time since the 1970s, can be incorporated into wearable devices by developing powerful signal processing algorithms and semiconductor technologies. For a… read more here.
Keywords: brain computer; algorithm hardware; advances wearable; hardware ... See more keywords
ALPHA: A Novel Algorithm-Hardware Co-Design for Accelerating DNA Seed Location Filtering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3093840
Abstract: Sequence alignment is a fundamental operation in genomic analysis where DNA fragments called reads are mapped to a long reference DNA sequence. There exist a number of (in)exact alignment algorithms with varying sensitivity for both… read more here.
Keywords: dna; operation; algorithm hardware; memory ... See more keywords
An Algorithm–Hardware Co-Optimized Framework for Accelerating N:M Sparse Transformers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2022.3197282
Abstract: The Transformer has been an indispensable staple in deep learning. However, for real-life applications, it is very challenging to deploy efficient Transformers due to the immense parameters and operations of models. To relieve this burden,… read more here.
Keywords: inline formula; sparse transformers; algorithm hardware; tex math ... See more keywords