Functional Link
A functional link neural network with modified cuckoo search for prediction tasks
... The Functional Link Network improves the computing power of the ...a link, which enhances the inputs depending upon the type of output to be ...this link functionally enhances the input and ...
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Application of functional link neural network to HVAC thermal dynamic system identification
... a functional link neural network approach to performing the HVAC thermal dynamic system ...the functional link network to reduce the complexity and speed up the training speed will be ...the ...
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System Identification Using Optimally Designed Functional Link Networks via a Fast Orthogonal Search Technique
... functional link candidate and y is the system ouput. The sorted candidates are then grouped into a number of pins, V . Each pin is assigned an equal number of candidate functions, P = M V , where candidates ...
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Functional link neural network – artificial bee colony for time series temperature prediction
... a Functional Link Neural Network (FLNN) known to be conveniently used for function approximation and can be extended for pattern recognition with faster convergence rate and lesser computational load ...
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Steganography Detection using Functional Link Artificial Neural Networks
... Functional Link Artificial Neural Networks are a popular type of network that can be trained to recognize different patterns including images, signals, and ...of Functional Link Artificial ...
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Parsimonious Random Vector Functional Link Network for Data Streams
... vector functional link networks (RVFLNs) is not scalable for data stream analytics because they work under a batch learning scenario and lack a self-organizing ...vector functional link ...
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Parsimonious random vector functional link network for data streams
... vector functional link net- works (RVFLNs) is not scalable for data stream analytics because they work under a batched learning scenario and lack a self-organizing ...vector functional link ...
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Adaptive Digital Image Filter using Functional Link Artificial Neural Network
... The functional link artificial neural network (FLANN) by Pao [12] can be used for function approximation and pattern classification with faster convergence and lesser computational complexity than a MLP ...
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Citrullination, a possible functional link between susceptibility genes and rheumatoid arthritis
... possible effects on ‘protein character’, the SNPs could influence mRNA stability or maturation (the SNPs most strongly associated with RA were located in introns of PADI4). Suzuki and colleagues measured the mRNA sta- ...
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A Functional Link between RNA Replication and Virion Assembly in the Potyvirus Plum Pox Virus
... as functional interactions with the chaperone HSP70, its cochaperone CPIP, and the E3 ubiquitin ligase CHIP (69, ...a link among RNA replication, CP stability, and formation of stable virion-like particles ...
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Functional link neural network with modified bee firefly learning algorithm for classification task
... of functional or distributional form to build the ...universal functional approximators that can approximate any function with arbitrary accuracy and have more general and flexible functional forms ...
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Application of Differential Evolution Algorithm in Prediction of Time Series Data
... PuspanjaliMohapatra and Alok Raj have applied DE on Indian stock market prediction. They have compared performance of two algorithms differential evolution (DE) and Back propagation (BP) for training a Functional ...
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Selected regulation of gastrointestinal acid–base secretion and tissue metabolism for the diamondback water snake and Burmese python
... the functional link among metabolism, the postprandial metabolic response and GI function, we compared preprandial and postprandial metabolic rates and gastric and intestinal acid–base secretion, epithelial ...
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A randomized neural network for data streams
... vector functional link network ...vector functional link theory, which randomly generates the input weights and the hidden nodes parameters without iterative ...
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Altered social behavior and ultrasonic communication in the dystrophin-deficient mdx mouse model of Duchenne muscular dystrophy
... call rate was associated with an increased number of contacts initiated by mdx residents towards WT male intruders. In these situations mdx calls had shorter dura- tions and amplitudes, two parameters remarked as pros- ...
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The FL-SMIA Network: A Novel Architecture for Time Series Prediction
... Abstract—In this paper we propose the FL-SMIA model. This is a novel neural network model that combines the principles of the Functional Link Neural Network (FLNN) with the Self- organizing Multilayer ...
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NKAP alters tumor immune microenvironment and promotes glioma growth via Notch1 signaling
... Given that NKAP promotes glioma cell proliferation and invasion and that Notch1 is a potential target of NKAP, we next investigated whether Notch1 represented a functional link for the b[r] ...
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Estimating Effort in Comprehensive Software Development Using NN, ABE, GAFLANN
... incorporates: Functional Link Artificial Neural Network (FLANN), Genetic Algorithm for Optimizing Functional Link Artificial Neural Network ...
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Do cognitive measures and brain circuitry predict outcomes of exercise in Parkinson Disease: a randomized clinical trial
... Background: There is emerging research detailing the relationship between balance/gait/falls and cognition. Imaging studies also suggest a link between structural and functional changes in the frontal lobe ...
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Proteome Wide Analysis of Functional Divergence in Bacteria: Exploring a Host of Ecological Adaptations
... under functional divergence in VirB8 (also output by CAFS) onto the Agrobacterium tumefaciens crystal structure ...under functional divergence (see Table S4), 5 could be mapped onto the crystallized region ...
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