A Learning‐Rate Modulable and Reliable TiO x Memristor Array for Robust, Fast, and Accurate Neuromorphic Computing
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Science"
DOI: 10.1002/advs.202201117
Abstract: Realization of memristor‐based neuromorphic hardware system is important to achieve energy efficient bigdata processing and artificial intelligence in integrated device system‐level. In this sense, uniform and reliable titanium oxide (TiOx) memristor array devices are fabricated… read more here.
Keywords: hardware; memristor array; learning rate; memristor ... See more keywords
Automatic diagnosis of pneumonia using backward elimination method based SVM and its hardware implementation
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22694
Abstract: In this paper, an efficient automatic diagnosis system for pneumonia classification is developed using extracted textural features obtained from appropriate wavelet transformation. For feature extraction and analysis in the classification of pneumonia, different wavelet families… read more here.
Keywords: based svm; hardware; classification; automatic diagnosis ... See more keywords
An efficient hardware supported and parallelization architecture for intelligent systems to overcome speculative overheads
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23062
Abstract: In the last few decades, technology advancements have paved the way for the creation of intelligent and autonomous systems that utilize complex calculations which are both time‐consuming and central processing unit intensive. As a consequence,… read more here.
Keywords: architectural framework; hardware; speedup; parallelization ... See more keywords
Hardware Design for VLSI Implementation of Acoustic Feedback Canceller in Hearing Aids
Sign Up to like & getrecommendations! Published in 2018 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-017-0619-1
Abstract: Acoustic feedback is one of the major issues associated with the hearing aid users which limits the maximum amount of gain available for amplification and degrades the sound quality. In this paper, partitioned time-domain block… read more here.
Keywords: acoustic feedback; feedback; hardware; structure ... See more keywords
Optimized pure hardware FPGA-based implementation of active disturbance rejection control
Sign Up to like & getrecommendations! Published in 2018 at "Electrical Engineering"
DOI: 10.1007/s00202-016-0495-x
Abstract: The optimized pure hardware fixed-point implementation of the active disturbance rejection control algorithm on the field programmable gate array (FPGA) is presented in this paper. The optimization of the FPGA resource occupancy is provided with… read more here.
Keywords: active disturbance; implementation; pure hardware; hardware ... See more keywords
Functional outcomes after removal of hardware in patellar fracture: are we helping our patients?
Sign Up to like & getrecommendations! Published in 2017 at "Archives of Orthopaedic and Trauma Surgery"
DOI: 10.1007/s00402-017-2852-2
Abstract: PurposeFunctional outcomes after Open Reduction Internal Fixation (ORIF) of the patella are variable. Common complications of patella ORIF include persistent anterior knee pain, limited range of motion and symptomatic hardware. The purpose of this study… read more here.
Keywords: hardware; patellar fracture; patella orif; removal hardware ... See more keywords
Delayed Upper Aerodigestive Tract Perforation from Anterior Cervical Spine Hardware: Treatment and Swallowing Outcomes
Sign Up to like & getrecommendations! Published in 2021 at "Dysphagia"
DOI: 10.1007/s00455-021-10361-w
Abstract: Delayed upper aerodigestive tract (UADT) perforation is a rare complication of anterior cervical spinal hardware. The purpose of this study was to investigate swallowing outcomes between treatment approaches for delayed UADT perforation. A retrospective chart… read more here.
Keywords: delayed upper; upper aerodigestive; perforation; swallowing outcomes ... See more keywords
Automated design of error-resilient and hardware-efficient deep neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-04969-6
Abstract: Applying deep neural networks (DNNs) in mobile and safety-critical systems, such as autonomous vehicles, demands a reliable and efficient execution on hardware. The design of the neural architecture has a large influence on the achievable… read more here.
Keywords: deep neural; error resilience; error; hardware ... See more keywords
A systematic review of Twiddler’s syndrome: a hardware-related complication of deep brain stimulation
Sign Up to like & getrecommendations! Published in 2021 at "Neurosurgical Review"
DOI: 10.1007/s10143-021-01636-9
Abstract: Twiddler’s syndrome (TS) is a hardware-related complication of deep brain stimulation which has not been well documented and is probably underreported. The objective of this study is to comprehensively describe TS by systematically reviewing the… read more here.
Keywords: complication deep; related complication; syndrome hardware; hardware ... See more keywords
Leveraging special-purpose hardware for local search heuristics
Sign Up to like & getrecommendations! Published in 2022 at "Computational Optimization and Applications"
DOI: 10.1007/s10589-022-00354-2
Abstract: As we approach the physical limits predicted by Moore's law, a variety of specialized hardware is emerging to tackle specialized tasks in different domains. Within combinatorial optimization, adiabatic quantum computers, CMOS annealers, and optical parametric… read more here.
Keywords: special purpose; purpose hardware; optimization; hardware ... See more keywords
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Parallel Programming"
DOI: 10.1007/s10766-017-0514-1
Abstract: Support Vector Machines (SVMs) are considered as a state-of-the-art classification algorithm capable of high accuracy rates for a different range of applications. When arranged in a cascade structure, SVMs can efficiently handle problems where the… read more here.
Keywords: classification; support vector; hardware; vector machines ... See more keywords