-
crossref
2021-03-06T08:48:56Z
置信度 0.70
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crossref
K. Fukushima
2004-06-22T16:27:43Z
置信度 0.70
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crossref
Mian, Cotter
2003-01-13T13:46:33Z
置信度 0.70
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Recurrent neural networks (RNNs), along with long short-term memory networks (LSTMs), have been successfully used on a wide range of sequential data problems and have been entitled as extraordinarily powerful tools for learning and processing such data. Howeve…
crossref
Antonio Tolic, Biljana Mileva Boshkoska, Sandro Skansi
2024-02-27T07:58:30Z
置信度 0.70
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crossref
Daniel L Ruderman
2015-08-18T20:04:15Z
置信度 0.70
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crossref
Ananth Kalyanasundaram
2020-04-28T14:58:51Z
置信度 0.70
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crossref
A.A. Ding
2002-08-24T19:16:32Z
置信度 0.70
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System identification is the process of determining a dynamic model for an unknown system that can subsequently be used for feedback control purposes. On the other hand, state estimation involves determining the unknown internal states of a dynamic system. Sys…
crossref
2020-12-02T00:22:01Z
置信度 0.70
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crossref
Amer Rez
2022-01-11T00:31:47Z
置信度 0.70
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NeuroEvolution refers to the use of evolutionary algorithms to optimize neural network parameters and, in some cases, network architectures. The provided document outlines the fundamental components of evolutionary computation when applied to neural networks, …
crossref
Kishu Gupta
2026-01-13T01:41:02Z
置信度 0.70
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crossref
Shafiya Muthu
2025-03-26T10:27:47Z
置信度 0.70
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In this paper, the author's previous work is extended and a new neural network is utilized to solve the stability problem of multidimensional systems. In the original authors work the problem is transformed into an optimization problem. Using the DeCarlo-Strin…
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Nikos E. Mastorakis, Valeri M. Mladenov, M. N. S. Swamy
2010-12-09T10:34:50Z
置信度 0.70
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As a physicist observing the empirical struggle of neurophysiology to penetrate the computational secrets of neo-cortex, one is struck by the coexistence of two extreme positions. One has it that the computations performed in neo-cortex are too complex to be a…
crossref
Daniel J Amit
2015-08-18T20:04:12Z
置信度 0.70
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crossref
Mohammed Saiful Alam Siddique, Shamsul Hoque
2017-07-13T08:13:38Z
置信度 0.70
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A white noise technique is presented for estimating the response properties of spiking visual system neurons. The technique is simple, robust, efficient and well suited to simultaneous recordings from multiple neurons. It provides a complete and easily interpr…
crossref
E. J. Chichilnisky
2007-07-08T00:00:06Z
置信度 0.70
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crossref
2026-07-02T08:21:08Z
置信度 0.70
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crossref
J. Zaprianov, T. Atanasova
2002-11-23T00:49:27Z
置信度 0.70
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The existence of localized activity patterns, or bumps, has been investigated in a variety of spatially distributed neuronal network models that contain both excitatory and inhibitory coupling between cells. Here we show that a neuronal network with purely exc…
crossref
Jonathan Rubin, Amitabha Bose
2004-05-05T03:14:19Z
置信度 0.70
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In this paper we study the statistical properties of natural images belonging to different categories and their relevance for scene and object categorization tasks. We discuss how second-order statistics are correlated with image categories, scene scale and ob…
crossref
Antonio Torralba, Aude Oliva
2015-08-18T16:03:53Z
置信度 0.70
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crossref
2024-11-08T05:20:05Z
置信度 0.70
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This work investigates the application of a stochastic search technique, evolutionary programming, for developing self-organizing neural networks. The chosen stochastic search method is capable of simultaneously evolving both network architecture and weights. …
crossref
John R. McDonnell, Don Waagen
2017-09-05T15:54:36Z
置信度 0.70
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The authors present computer simulation results of the performance of conventional and perceptron-based equalizers in the presence of intersymbol interference (ISI), additive noise and co-channel interference (CCI). They show that a three-layer perceptron equa…
crossref
N.W.K. Lo, H.M. Hafez
2003-01-02T11:19:33Z
置信度 0.70
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Adaptive methods for demodulating multi-user communication in a direct-sequence spread-spectrum multiple-access (DS/SSMA) environment are investigated. Adaptive radial basis function (RBF) networks that operate with knowledge of only a subset of the system par…
crossref
U. Mitra, H.V. Poor
2002-12-30T22:49:31Z
置信度 0.70
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Abstract Animals can learn and seamlessly perform a great number of behaviors. However, it is unclear how neural activity can accommodate new behaviors without interfering with those an animal has already acquired. Recent studies in monkeys performing motor an…
crossref
Joanna C Chang, Claudia Clopath, Juan A Gallego
2025-08-27T14:31:12Z
置信度 0.70
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The author presents a survey of the basic theory of the backpropagation neural network architecture covering architectural design, performance measurement, function approximation capability, and learning. The survey includes previously known material, as well …
crossref
Hecht-Nielsen
2003-01-13T13:46:33Z
置信度 0.70
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A recurrent neural network is presented which (in principle) can, besides learning to solve problems posed by the environment, also use its own weights as input data and learn new (arbitrarily complex) algorithms for modifying its own weights in response to th…
crossref
J. Schmidhuber
2002-12-30T17:49:31Z
置信度 0.70
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crossref
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino
2012-06-27T13:03:30Z
置信度 0.70
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Within the regression framework, we show how different levels of nonlinearity influence the instantaneous firing rate prediction of single neurons. Nonlinearity can be achieved in several ways. In particular, we can enrich the predictor set with basis expansio…
crossref
Diego Vidaurre, Concha Bielza, Pedro Larrañaga
2018-04-30T12:15:08Z
置信度 0.70
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Bayesian probability theory provides a unifying framework for data modelling. In this framework the overall aims are to find models that are well-matched to the data, and to use these models to make optimal predictions. Neural network learning is interpreted a…
crossref
David J C Mackay
2015-08-18T16:04:29Z
置信度 0.70
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crossref
Marcin Skubiszewski
2013-12-09T03:06:39Z
置信度 0.70
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crossref
F. Ratliff
2012-04-26T22:20:23Z
置信度 0.70
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crossref
K. A. Grajski, G. Chinn, C. Chen, C. Kuszmaul 等
2013-12-08T22:06:39Z
置信度 0.70
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Neural networks are being applied to a widely expanding area of applications, including the biological applications of protein structure prediction and DNA sequence
crossref
Cathy H. Wu, Adisorn Epidemiology, Tzx-Chung Chang
2004-02-05T16:00:56Z
置信度 0.70
-
In the present work, multiphysics modeling was used to investigate the feasibility of a photocatalysis-based outdoor air purifying solution that could be used in high polluted streets, especially street canyons. The article focuses on the use of a semi-active …
crossref
Meryeme Boumahdi, Chaker El Amrani, Siegfried Denys
2021-09-17T11:47:50Z
置信度 0.70
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A Fuzzified Takagi-Sugeno-Kang (TSK)-type Neural Fuzzy Inference Network (FTNFIN) for handling linguistic information is proposed in this paper. The inputs and outputs of FTNFIN may be fuzzy numbers with any shapes. The α-cut technique is used in input fuzzifi…
crossref
Chia-Feng Juang, C.-I. Lee, Tung-Jung Chan
2006-10-30T12:35:23Z
置信度 0.70
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Image compression technique is used to reduce the number of bits required in representing image, which helps to reduce the storage space and transmission cost. In the present research work back propagation neural network training algorithm has been used. Back …
crossref
Neha Jaiswal
2024-12-07T07:36:09Z
置信度 0.70
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crossref
George A. Anastassiou
2026-02-14T08:42:21Z
置信度 0.70
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We present a simple, intuitive argument based on "invariant imbedding" in the spirit of dynamic programming to derive a stagewise second-order backpropagation (BP) algorithm. The method evaluates the Hessian matrix of a general objective function efficiently b…
crossref
E. Mizutani, S. Dreyfus
2006-10-30T17:35:23Z
置信度 0.70
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Myocardial infarction (MI) is a crucial health problem and its mortality rate is higher than that of cancer. It is the damage and death of heart muscle from the sudden blockage of a coronary artery by a blood clot. Although lots of researches have been carried…
crossref
Opeyemi Aderiike Abisoye
2024-09-02T06:47:53Z
置信度 0.70
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Artificial neural networks, in particular, feedforward multilayer networks and basis function networks, have gradually established themselves as a usual tool in approximating complex nonlinear systems. B-spline networks, a type of basis function neural network…
crossref
L. dos Santos Coelho, R.A. Krohling
2006-10-30T17:35:23Z
置信度 0.70
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A rotated general regression neural network is presented as an enhancement to the general regression neural network. A variable kernel estimate for multivariate densities is considered. A coordinate transformation is adopted which circumvent the difficulty of …
crossref
M. Gholamrezaei, K. Ghorbanian
2007-11-06T20:35:49Z
置信度 0.70
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crossref
2020-07-27T17:06:47Z
置信度 0.70
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Various types of neural networks have been introduced and those have been used in various areas. In some areas, those operate in a very good manner, but in another they don't. For example, Boltzmann machine and Hopfield network have better estimation and analo…
crossref
S. Sugiyama
2002-11-19T13:30:57Z
置信度 0.70
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The paper describes the systolic simulation of Hamming net algorithm. Systolic arrays creation methodology is based on Data Dependence Graphs analysis. The proposed implementation is focused on completely digital circuits. Input data is passed through the neur…
crossref
Jacek Mazurkiewicz
2013-03-11T00:11:40Z
置信度 0.70
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crossref
Nathan Intrator
2018-12-26T09:22:20Z
置信度 0.70
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Several parallel neural network (PNN) architectures are presented in this paper. PNNs can work parallelly and coordinately. The implementation of their training is much easier than that of a single NN. And there are many other attractive characteristics of PNN…
crossref
Wang Guoyin, Shi Hongbao
2002-11-19T13:30:57Z
置信度 0.70
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crossref
Cheng-Chih Hsieh, Yao-Feng Chang, Ying-Chen Chen, Xiaohan Wu 等
2018-04-05T06:33:36Z
置信度 0.70
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A novel neural network model, the projection neural network, is developed to overcome three key drawbacks of backpropagation-trained neural networks (BPNN), i.e., long training times, the large number of nodes required to form closed regions for classification…
crossref
G.D. Wilensky, N. Manukian
2003-01-02T11:19:33Z
置信度 0.70
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An inverse recall neural network model and a feedback pattern recognition method based on the model are proposed. The inverse recall neural network model is trained by the same method as that used for a typical multilayer feedforward model. The model can produ…
crossref
K. Yamada
2002-12-30T22:49:31Z
置信度 0.70
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crossref
Terrence L. Fine, Thomas W. Parks
2013-12-09T03:06:39Z
置信度 0.70
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Differentially activated areas of a dendrite permit the existence of zones with distinct rates of synaptic modification, and such areas can be individually accessed using a reference signal which localizes synaptic plasticity and memory trace retrieval to cert…
crossref
Bjørn Gilbert Nielsen
2015-08-18T20:03:55Z
置信度 0.70
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The most recent development in distributional semantics is represented by models based on artificial neural networks. In this chapter, we focus on the use of neural networks to build static embeddings. Like random encoding models, neural networks incrementally…
crossref
2023-09-07T00:06:44Z
置信度 0.70
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crossref
2025-09-01T08:12:20Z
置信度 0.70
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crossref
2025-04-07T04:48:57Z
置信度 0.70
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In this paper we present a method based on self-organizing neural networks to extract the shape of an object which is useful for segmentation tasks. For that, the method uses a set of transformations expressed as versors in the conformal geometric algebra fram…
crossref
J. Rivera-Rovelo, E. Bayro-Corrochano
2008-07-18T15:34:22Z
置信度 0.70
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This paper presents a study on a muscle like system based on a PID controller tuned by a neural network. The approach is based on a non linear muscle model using system identification based on a NNARX (neural network autoregressive exogenous) structure. This m…
crossref
H.J. Serhan, C.G. Nasr, P. Henaff
2006-10-30T12:35:23Z
置信度 0.70
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In the real-life application scenarios, the collected point clouds are often sparse, noisy and non-uniform, especially if the application is unable to capture the local spatial layout due to the lack of points. Thus, point cloud upsampling aims to transform sp…
crossref
Xiaomeng Li, Chung-Ming Own, Kaizhen Wu, Qian Sun
2021-09-20T21:27:41Z
置信度 0.70
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In this paper, an adaptable neural network model is used for real time video delivery over communication networks of low and variable bandwidth, such as the wireless ones. The scheme performs video delivery in content domain in contrast to the previous approac…
crossref
A. Doulamis, G. Tziritas
2008-07-18T11:34:22Z
置信度 0.70
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Issues related to power system voltage levels have become increasingly important issue during last two and half decades. In power networks, low voltage situations may result in the loss of stability, voltage collapse and eventually to cascading power outages. …
crossref
Dipu Sarkar, Joyanta Kumar Roy
2019-09-18T13:52:17Z
置信度 0.70
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Fractional-order models effectively capture memory and hereditary effects in neural and nonlinear dy namical systems. Memristors are ideal components for modeling synaptic connections due to their ability to emulate plasticity and memory effects. Discrete mode…
crossref
Leila Eftekhari, Moein Khalighi, Saeid Abbasbandy
2026-07-04T01:08:59Z
置信度 0.70
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crossref
2025-11-14T08:33:07Z
置信度 0.70
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crossref
2014-07-01T08:04:20Z
置信度 0.70
-
crossref
J. R. McDonnell, D. Waagen
2017-08-31T18:15:42Z
置信度 0.70
-
Although several conventional methods (e.g., pruning techniques) exist that may be used to automatically determine neural network conguration and weights, they are often susceptible to trapping at local optima and characteristically dependent on the initial n…
crossref
2020-12-11T12:22:47Z
置信度 0.70
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crossref
Tom Pike, Robert A Mustard
2004-11-26T05:22:41Z
置信度 0.70
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A backpropagation neural network is designed to diagnose five classifications of hepatic masses: metastatic carcinoma, hepatoma (HCC), cavernous hemangioma, abscess, and cirrhosis. BrainMaker Professional version 2.5 software is used in this research. The inpu…
crossref
P.S. Maclin, J. Dempsey
2002-12-30T22:49:31Z
置信度 0.70
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Communications systems frequently use a technique known as dual-tone multifrequency dialing (DTMF). Many possible solutions have been proposed for the design of DTMF decoders. Hardware-based solutions use filter banks to separate signals into low-band and high…
crossref
2010-06-25T16:01:43Z
置信度 0.70
-
crossref
Armand de Callataÿ
2013-12-09T03:06:39Z
置信度 0.70
-
We will explain linear networks and discuss the limitations imposed by their simple structures. For our purposes, linear networks are easier to teach, they perform certain tasks very well, and their results are easy to analyze. Chapter 6 will cover the more co…
crossref
2014-08-07T22:25:43Z
置信度 0.70
-
Summary form only given, as follows. Analogical reasoning by neural network is discussed. The proposed method uses a template to create a network for analogical reasoning, and this can be done by an interactive activation and competition process. Computer simu…
crossref
M. Hagiwara, Y. Anzai
2002-12-09T18:24:26Z
置信度 0.70
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crossref
2021-08-30T04:22:07Z
置信度 0.70
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crossref
Leon Lipoth
2018-10-04T20:10:16Z
置信度 0.70
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crossref
2026-02-04T08:10:26Z
置信度 0.70
-
The vast majority of products and processes in industry and academia require human interaction. Thus, digital human models (DHMs) are becoming critical for improved designs, injury prevention, and a better understanding of human behavior. Although many capabil…
crossref
Mohammad Hindi Bataineh
2018-11-29T22:03:45Z
置信度 0.70
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crossref
2024-04-19T03:43:31Z
置信度 0.70
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crossref
M. Syed Ali, S. Saravanan
2017-08-24T09:21:39Z
置信度 0.70
-
A large portion of South Africa's elephant population can be found on small wildlife reserves. When confined to enclosed reserves the elephant densities are much higher than observed in the wild. The large nutritional demands and destructive foraging behavior …
crossref
P. Palangpour, G.K. Venayagamoorthy, K. Duffy
2006-10-30T17:35:23Z
置信度 0.70
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A shape-recognition method is proposed, inspired from the dynamic-link theory of von der Malsburg (1981). The quality of a match between two images is assessed through an elastic cost functional; the minimal value reached by the cost over a suitably-defined sp…
crossref
Elie Bienenstock, René Doursat
2002-08-24T22:35:54Z
置信度 0.70
-
A set of sigma–pi units randomly connected to two input vectors forms a type of hetero-associator related to convolution- and matrix-based associative memories. Associations are represented as patterns of activity rather than connection strengths. Decoding the…
crossref
Tony Plate
2002-08-25T02:58:05Z
置信度 0.70
-
Prediction of natural gas consumption is an important element in gas load management aimed to better utilize the facilities of a gas distribution system. The major challenges faced by developers of prediction systems are the variety and volatility of consumer …
crossref
P. Musilek, E. Pelikan, T. Brabec, M. Simunek
2008-07-18T11:34:22Z
置信度 0.70
-
This chapter describes with the comparison of the most used back propagations training algorithms neural networks, mainly Levenberg-Marquardt, conjugate gradient and Resilient back propagation are discussed. In the present study, using radial overcut predictio…
crossref
Raja Das, Mohan Kumar Pradhan
2021-09-17T11:47:50Z
置信度 0.70
-
crossref
Zuowei Cai, Lihong Huang, Zengyun Wang
2020-01-16T05:29:34Z
置信度 0.70
-
Technological advances allowing simultaneous recording of neuronal ensembles have led to many developments in our understanding of how the brain performs neural computations. One key technique for extracting information from neural populations has been populat…
crossref
Jadin C Jackson, A David Redish
2015-08-18T20:04:06Z
置信度 0.70
-
crossref
2003-04-25T01:05:53Z
置信度 0.70
-
crossref
2020-11-19T00:12:42Z
置信度 0.70
-
crossref
2011-06-07T18:33:07Z
置信度 0.70
-
crossref
2010-03-02T18:08:05Z
置信度 0.70
-
crossref
2023-08-30T04:01:33Z
置信度 0.70
-
<p>In this work, we applied Convolutional Neural network (CNN) models to select the portfolio weights that lead to the highest realized return in one time-step ahead. In fact, given four possible portfolio optimization methods, the CNN is used to forecas…
crossref
Fahimeh Saei Manesh
2024-05-06T19:13:08Z
置信度 0.70
-
Many methods have been used to forecast real-time electricity prices in various regions around the world. The problem is difficult because of market volatility affected by a wide range of exogenous variables from weather to natural gas prices, and accurate pri…
crossref
Elliott Winicki
2023-08-01T18:14:06Z
置信度 0.70
-
This paper presents a new study on the dynamics of neural networks realizing associative memories of first and higher order. This is accomplished by focusing on the dynamics of a system of coupled differential equations that is shown to be equivalent to the ne…
crossref
Nicolaos B Karayiannis, Anastasios N Venetsanopoulos
2015-08-18T20:04:06Z
置信度 0.70
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We discuss an analytical approach through which the neural symbols and corresponding stimulus space of a neuron or neural ensemble can be discovered simultaneously and quantitatively, making few assumptions about the nature of the code or relevant features. Th…
crossref
A.G. Dimitrov, J.P. Miller, T. Gedeon, Z. Aldworth 等
2003-01-22T23:14:48Z
置信度 0.70
-
crossref
2014-07-01T08:02:55Z
置信度 0.70
-
One of the current state-of-the-art multilingual document embedding model LASER is based on the bidirectional LSTM (BiLSTM) neural machine translation (NMT) model. This paper presents a Transformer-based Multilingual sentence/Document Embedding model, T-MDE, w…
crossref
Wei Li
2022-10-05T04:27:30Z
置信度 0.70
-
crossref
2024-05-17T03:36:29Z
置信度 0.70
-
crossref
2026-02-27T08:00:24Z
置信度 0.70
-
The authors present a new learning algorithm for neural networks with discrete synaptic couplings. The main difference with respect to other previous algorithms is that it is defined in the continuous space. Its performance and features are analysed in detail.
crossref
C J Pérez Vicente, J Carrabina, E Valderrama
2015-08-18T16:04:12Z
置信度 0.70
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Arguments have been advanced to support the role of principal components (e.g., Karhunen-Loéve, eigenvector) and independent components transformations in early sensory processing, particularly for color and spatial vision. Although the concept of redundancy r…
crossref
Allan Gottschalk, Matthew G Sexton, Guilherme Roschke
2015-08-18T20:04:00Z
置信度 0.70
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crossref
Dean A. Pomerleau
2011-06-15T05:55:34Z
置信度 0.70
-
A chaotic IC is proposed and fabricated using a 0.35μm CMOS technology. The circuit iterates an N-shaped transfer function that can be modified using two external voltages, and is implemented using a three neurons network. The main advantages of the proposed c…
crossref
J.L. Rossello, S. Bota, V. Canals, I. de Paul 等
2008-07-18T11:27:21Z
置信度 0.70