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361
Research on incremental clustering algorithm for big data
Published 2023-07-01“…At the same time, it also has efficient and stable computing performance, which meets the expected design requirements and goals.…”
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362
Physiology of layer 5 pyramidal neurons in mouse primary visual cortex: coincidence detection through bursting.
Published 2015-03-01“…What is the nature and mode of computation performed in mouse primary visual cortex (V1) given the physiology of L5 pyramidal neurons? …”
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363
Learning and replaying spatiotemporal sequences: A replication study
Published 2022-10-01“…Learning and replaying spatiotemporal sequences are fundamental computations performed by the brain and specifically the neocortex. …”
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364
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
Published 2021-04-01“…Multiples ANNs were implemented and deployed in different microcontroller architectures in order to find the best balance between energy consumption and computing performance. The results show that the embedded networks obtain up to 97.96% ± 1.42% accuracy, achieving an energy efficiency of 450 Mops/s/watt.…”
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365
Social Cognitive Optimization Algorithm for Approximate Path Generation Synthesis of Spherical 4R Linkage
Published 2020-01-01“…Furthermore,comparative tests on computational performance to address the examples are implemented with SCO,DE,and ASCO algorithm,and the numerical experiments indicate that ASCO outperforms SCO and DE in terms of robustness,convergence speed and accuracy.…”
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366
Offloading of Atomic Tasks in Satellite Networks: A Fast Adaptive Resource Collaboration Method
Published 2022-03-01“…The method improves the overall computational performance and timeliness of the satellite network and reduces the waiting time of atomic tasks competing for resources. …”
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367
CNN-based salient features in HSI image semantic target prediction
Published 2020-04-01“…Deep networks have escalated the computational performance in the sensor-based high dimensional imaging such as hyperspectral images (HSI), due to their informative feature extraction competency. …”
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368
Interference-Aware Schedulability Analysis and Task Allocation for Multicore Hard Real-Time Systems
Published 2022-04-01“…There has been a trend towards using multicore platforms for real-time embedded systems due to their high computing performance. In the scheduling of a multicore hard real-time system, there are interference delays due to contention of shared hardware resources. …”
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369
A Novel Computational Method to Identify/Analyze Hysteresis Loops of Hard Magnetic Materials
Published 2021-01-01“…This allowed us to obtain a simple differential formulation for the global magnetization equation with a significant improvement in terms of computational performance. A sensitivity analysis on the parameters of the proposed method has indeed shown the capability to model a large class of hysteresis loops. …”
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370
Photonic Physical Reservoir Computing with Tunable Relaxation Time Constant
Published 2024-01-01“…The results show that the timescale of the transient current response of the device could be controlled over several orders of magnitude simply by applying a small voltage. The computational performance of the device as a physical reservoir is evaluated in an image classification task, demonstrating that the learning accuracy could be optimized by tuning the device to exhibit appropriate transient characteristics according to the timescale of the input signals. …”
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371
TomoSim: A Tomographic Simulator for Differential Optical Absorption Spectroscopy
Published 2020-12-01“…All algorithms were assessed on their computational performance and their ability for reconstructing spectral “images”, using two phantoms, one of which custom made for this purpose. …”
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372
Utilizing a machine learning algorithm to choose a significant traffic identification system
Published 2024-04-01“…The tremendous advancements in computing, sensing, and cognitive-based revolution have made way for critical infrastructure needed to improve the internet for more extensive applications. However, the computation performed by devices and the ability to communicate is limited due to the use of numerous devices for storage. …”
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373
A Novel Task of Loading and Computing Resource Scheduling Strategy in Internet of Vehicles Based on Dynamic Greedy Algorithm
Published 2023-01-01“…Firstly, based on the computing-aware network theory, a distributed computing resource model of the Internet of Vehicles is established, and the seven-dimensional QoS attributes of the computing resources in the Internet of Vehicles (reliability between computing resources, communication costs, computing speed and computing costs of the computing resources themselves , computing energy consumption, computing stability, and computing success rate) are grouped and transformed into two-dimensional comprehensive attribute priorities: computing performance priority and communication performance priority. …”
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374
Astrocyte GluN2C NMDA receptors control basal synaptic strengths of hippocampal CA1 pyramidal neurons in the stratum radiatum
Published 2021-10-01“…Our findings suggest a novel feedback signaling system that uses astrocyte GluN2C NMDARs to adjust basal synaptic weight distribution of Schaffer collateral inputs, which in turn impacts computations performed by the CA1 pyramidal neuron.…”
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375
Optimal transmission switching strategy for multi‐infeed DC receiving‐end power network to prevent over‐limit of short‐circuit current
Published 2023-11-01“…Finally, to enhance the computing performance for large power systems, a new connectivity constraint set and decision space reduction techniques are provided. …”
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376
A Static condensation Reduced Basis Element method: approximation and a posteriori error estimation
Published 2015“…We present numerical results for model many-parameter heat transfer and elasticity problems with particular emphasis on the Online stage; we discuss flexibility, accuracy, computational performance, and also the effectivity of the a posteriori error bounds.…”
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377
Certified reduced basis model validation: A frequentistic uncertainty framework
Published 2015“…Our approach introduces two new elements: a spectral representation of the misfit which reduces the dimensionality and variance of the underlying multivariate Gaussian but without introduction of the usual regression assumptions; a certified (verified) reduced basis approximation — reduced order model — which greatly accelerates computational performance but without any loss of rigor relative to the full (finite element) discretization. …”
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378
Space-efficient optical computing with an integrated chip diffractive neural network
Published 2022“…A ~10-fold reduction in both footprint and energy consumption, as well as equal high accuracy with previous MZI-based ONNs was experimentally achieved for computations performed on the MNIST and Fashion-MNIST datasets. …”
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Journal Article -
379
A domain decomposition based surface integral equation simulator for characterizing EM wave propagation in mine environments
Published 2023“…When used in closed-loop uncertainty quantification or design settings, the simulator realizes additional computational savings by recycling many computations performed offline. Numerical results demonstrate the simulator's accuracy and applicability to mine tunnels and galleries with arbitrary cross-sections, rough walls, and debris from a partial cave-in.…”
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Journal Article -
380
Human age estimation based on face images
Published 2011“…But the question is can the computer perform the same function like the group of people mentioned? …”
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Final Year Project (FYP)