Sabir, Zulqurnain; Saoud, Sahar; Raja, Muhammad Asif Zahoor; Wahab, Hafiz Abdul; Arbi, Adnène Heuristic computing technique for numerical solutions of nonlinear fourth order Emden-Fowler equation. (English) Zbl 07318154 Math. Comput. Simul. 178, 534-548 (2020). MSC: 34A PDF BibTeX XML Cite \textit{Z. Sabir} et al., Math. Comput. Simul. 178, 534--548 (2020; Zbl 07318154) Full Text: DOI
Bandyopadhyay, Anirban; Sharma, Gaurav; Roy Chowdhury, Shubhajit Computational analysis of NIRS and BOLD signal from neurovascular coupling with three neuron-system feedforward inhibition network. (English) Zbl 07294188 J. Theor. Biol. 498, Article ID 110297, 11 p. (2020). MSC: 92B20 92C32 PDF BibTeX XML Cite \textit{A. Bandyopadhyay} et al., J. Theor. Biol. 498, Article ID 110297, 11 p. (2020; Zbl 07294188) Full Text: DOI
Zhang, Linan; Schaeffer, Hayden Forward stability of ResNet and its variants. (English) Zbl 1434.68528 J. Math. Imaging Vis. 62, No. 3, 328-351 (2020). MSC: 68T07 34A60 49K40 PDF BibTeX XML Cite \textit{L. Zhang} and \textit{H. Schaeffer}, J. Math. Imaging Vis. 62, No. 3, 328--351 (2020; Zbl 1434.68528) Full Text: DOI
Palagi, Laura; Seccia, Ruggiero Block layer decomposition schemes for training deep neural networks. (English) Zbl 1441.90127 J. Glob. Optim. 77, No. 1, 97-124 (2020). MSC: 90C26 90C06 68T05 PDF BibTeX XML Cite \textit{L. Palagi} and \textit{R. Seccia}, J. Glob. Optim. 77, No. 1, 97--124 (2020; Zbl 1441.90127) Full Text: DOI
Wang, Qian; Hesthaven, Jan S.; Ray, Deep Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem. (English) Zbl 07283534 J. Comput. Phys. 384, 289-307 (2019). MSC: 76F80 76V05 76N06 68T07 PDF BibTeX XML Cite \textit{Q. Wang} et al., J. Comput. Phys. 384, 289--307 (2019; Zbl 07283534) Full Text: DOI
Zhang, Yongshan; Wu, Jia; Cai, Zhihua; Du, Bo; Yu, Philip S. An unsupervised parameter learning model for RVFL neural network. (English) Zbl 1435.68289 Neural Netw. 112, 85-97 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Neural Netw. 112, 85--97 (2019; Zbl 1435.68289) Full Text: DOI
Otadi, Mahmood Simulation and evaluation of second-order fuzzy boundary value problems. (English) Zbl 1431.65116 Soft Comput. 23, No. 20, 10463-10475 (2019). MSC: 65L10 34A07 34B05 PDF BibTeX XML Cite \textit{M. Otadi}, Soft Comput. 23, No. 20, 10463--10475 (2019; Zbl 1431.65116) Full Text: DOI
Chen, Zhourong; Li, Xiaopeng; Tian, Zhiliang; Zhang, Nevin L. Fast structure learning for deep feedforward networks via tree skeleton expansion. (English) Zbl 07170140 Kern-Isberner, Gabriele (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 15th European conference, ECSQARU 2019, Belgrade, Serbia, September 18–20, 2019. Proceedings. Cham: Springer (ISBN 978-3-030-29764-0/pbk; 978-3-030-29765-7/ebook). Lecture Notes in Computer Science 11726. Lecture Notes in Artificial Intelligence, 277-289 (2019). MSC: 68T37 PDF BibTeX XML Cite \textit{Z. Chen} et al., Lect. Notes Comput. Sci. 11726, 277--289 (2019; Zbl 07170140) Full Text: DOI
Aguiar, Manuela A. D.; Dias, Ana; Field, Michael Feedforward networks: adaptation, feedback, and synchrony. (English) Zbl 1418.34106 J. Nonlinear Sci. 29, No. 3, 1129-1164 (2019). MSC: 34D06 92B20 68T05 93B52 93C40 PDF BibTeX XML Cite \textit{M. A. D. Aguiar} et al., J. Nonlinear Sci. 29, No. 3, 1129--1164 (2019; Zbl 1418.34106) Full Text: DOI
Palagi, Laura Global optimization issues in deep network regression: an overview. (English) Zbl 1421.90154 J. Glob. Optim. 73, No. 2, 239-277 (2019). MSC: 90C35 90C26 PDF BibTeX XML Cite \textit{L. Palagi}, J. Glob. Optim. 73, No. 2, 239--277 (2019; Zbl 1421.90154) Full Text: DOI
Ghatak, Abhijit Deep learning with R. (English) Zbl 1411.68002 Singapore: Springer (ISBN 978-981-13-5849-4/hbk; 978-981-13-5850-0/ebook). xxiii, 245 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{A. Ghatak}, Deep learning with R. Singapore: Springer (2019; Zbl 1411.68002) Full Text: DOI
Xiao, Weiming; Wang, Guijun Design and approximation of SISO three layers feedforward neural network based on Bernstein polynomials. (Chinese. English summary) Zbl 1438.92009 J. Shandong Univ., Nat. Sci. 53, No. 9, 55-61 (2018). MSC: 92B20 41A10 PDF BibTeX XML Cite \textit{W. Xiao} and \textit{G. Wang}, J. Shandong Univ., Nat. Sci. 53, No. 9, 55--61 (2018; Zbl 1438.92009) Full Text: DOI
Ly, Cheng; Marsat, Gary Variable synaptic strengths controls the firing rate distribution in feedforward neural networks. (English) Zbl 1402.92024 J. Comput. Neurosci. 44, No. 1, 75-95 (2018). MSC: 92B20 PDF BibTeX XML Cite \textit{C. Ly} and \textit{G. Marsat}, J. Comput. Neurosci. 44, No. 1, 75--95 (2018; Zbl 1402.92024) Full Text: DOI
Billeh, Yazan N.; Schaub, Michael T. Feedforward architectures driven by inhibitory interactions. (English) Zbl 1402.92074 J. Comput. Neurosci. 44, No. 1, 63-74 (2018). MSC: 92C20 PDF BibTeX XML Cite \textit{Y. N. Billeh} and \textit{M. T. Schaub}, J. Comput. Neurosci. 44, No. 1, 63--74 (2018; Zbl 1402.92074) Full Text: DOI
Wang, Jian; Cai, Qingling; Chang, Qingquan; Zurada, Jacek M. Convergence analyses on sparse feedforward neural networks via group lasso regularization. (English) Zbl 1429.68258 Inf. Sci. 381, 250-269 (2017). MSC: 68T07 PDF BibTeX XML Cite \textit{J. Wang} et al., Inf. Sci. 381, 250--269 (2017; Zbl 1429.68258) Full Text: DOI
Sailamul, Pachaya; Jang, Jaeson; Paik, Se-Bum Synaptic convergence regulates synchronization-dependent spike transfer in feedforward neural networks. (English) Zbl 1402.92114 J. Comput. Neurosci. 43, No. 3, 189-202 (2017). MSC: 92C20 PDF BibTeX XML Cite \textit{P. Sailamul} et al., J. Comput. Neurosci. 43, No. 3, 189--202 (2017; Zbl 1402.92114) Full Text: DOI
Zhang, Mingyang; Wen, Yingyou; Yang, Xiaotao; Zhao, Hong An incremental weighted average based online sequential extreme learning machine algorithm. (Chinese. English summary) Zbl 1399.68147 Control Decis. 32, No. 10, 1887-1893 (2017). MSC: 68T05 68W27 PDF BibTeX XML Cite \textit{M. Zhang} et al., Control Decis. 32, No. 10, 1887--1893 (2017; Zbl 1399.68147) Full Text: DOI
Chen, Jialin; Wang, Lingli; Charbon, Edoardo A quantum-implementable neural network model. (English) Zbl 1387.81148 Quantum Inf. Process. 16, No. 10, Paper No. 245, 24 p. (2017). MSC: 81P68 82C32 92B20 PDF BibTeX XML Cite \textit{J. Chen} et al., Quantum Inf. Process. 16, No. 10, Paper No. 245, 24 p. (2017; Zbl 1387.81148) Full Text: DOI
Bavafa-Toosi, Yazdan On the theory of flexible neural networks. I: A survey paper. (English) Zbl 1360.93178 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 48, No. 3, 649-658 (2017). MSC: 93B30 93B05 93B07 92B20 93-02 PDF BibTeX XML Cite \textit{Y. Bavafa-Toosi}, Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 48, No. 3, 649--658 (2017; Zbl 1360.93178) Full Text: DOI
Bick, Christian; Field, Michael Asynchronous networks: modularization of dynamics theorem. (English) Zbl 1361.34012 Nonlinearity 30, No. 2, 595-621 (2017). MSC: 34A36 37N25 37N35 93A30 92B20 PDF BibTeX XML Cite \textit{C. Bick} and \textit{M. Field}, Nonlinearity 30, No. 2, 595--621 (2017; Zbl 1361.34012) Full Text: DOI arXiv
Ai, Wu; Chen, Weisheng; Xie, Jin A zero-gradient-sum algorithm for distributed cooperative learning using a feedforward neural network with random weights. (English) Zbl 1429.68205 Inf. Sci. 373, 404-418 (2016). MSC: 68T05 68T07 68T42 PDF BibTeX XML Cite \textit{W. Ai} et al., Inf. Sci. 373, 404--418 (2016; Zbl 1429.68205) Full Text: DOI
Banerjee, Arunava Learning precise spike train-to-spike train transformations in multilayer feedforward neuronal networks. (English) Zbl 1414.92005 Neural Comput. 28, No. 5, 826-848 (2016). MSC: 92B20 PDF BibTeX XML Cite \textit{A. Banerjee}, Neural Comput. 28, No. 5, 826--848 (2016; Zbl 1414.92005) Full Text: DOI
Wang, Jun; Deng, Zhaohong; Luo, Xiaoqing; Jiang, Yizhang; Wang, Shitong Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation. (English) Zbl 1414.68084 Neural Netw. 78, 51-64 (2016). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Wang} et al., Neural Netw. 78, 51--64 (2016; Zbl 1414.68084) Full Text: DOI
Li, Jun; Nai, Yongqiang Robust adaptive control for a class of MIMO affine nonlinear systems using extreme learning machine. (Chinese. English summary) Zbl 1349.93219 Control Decis. 30, No. 9, 1559-1566 (2015). MSC: 93C40 93C10 68T05 93D05 93B35 PDF BibTeX XML Cite \textit{J. Li} and \textit{Y. Nai}, Control Decis. 30, No. 9, 1559--1566 (2015; Zbl 1349.93219) Full Text: DOI
Vuković, Najdan; Miljković, Zoran Robust sequential learning of feedforward neural networks in the presence of heavy-tailed noise. (English) Zbl 1325.68202 Neural Netw. 63, 31-47 (2015). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Vuković} and \textit{Z. Miljković}, Neural Netw. 63, 31--47 (2015; Zbl 1325.68202) Full Text: DOI
Giusti, Chad; Itskov, Vladimir A no-go theorem for one-layer feedforward networks. (English) Zbl 1416.92012 Neural Comput. 26, No. 11, 2527-2540 (2014). MSC: 92B20 94B25 PDF BibTeX XML Cite \textit{C. Giusti} and \textit{V. Itskov}, Neural Comput. 26, No. 11, 2527--2540 (2014; Zbl 1416.92012) Full Text: DOI arXiv
Ramaswamy, Venkatakrishnan; Banerjee, Arunava Connectomic constraints on computation in feedforward networks of spiking neurons. (English) Zbl 1409.92015 J. Comput. Neurosci. 37, No. 2, 209-228 (2014). MSC: 92B20 92C20 PDF BibTeX XML Cite \textit{V. Ramaswamy} and \textit{A. Banerjee}, J. Comput. Neurosci. 37, No. 2, 209--228 (2014; Zbl 1409.92015) Full Text: DOI
Liu, Runjing; Patel, Mainak; Joshi, Badal Encoding whisker deflection velocity within the rodent barrel cortex using phase-delayed inhibition. (English) Zbl 1409.92049 J. Comput. Neurosci. 37, No. 3, 387-401 (2014). MSC: 92C20 92B20 PDF BibTeX XML Cite \textit{R. Liu} et al., J. Comput. Neurosci. 37, No. 3, 387--401 (2014; Zbl 1409.92049) Full Text: DOI
Singh, H. P. Simulation of neural network based adaptive compensator control scheme for multiple mobile manipulators with uncertainties. (English) Zbl 1401.93125 Int. J. Nonlinear Sci. Numer. Simul. 15, No. 3-4, 181-188 (2014). MSC: 93C40 70Q05 92B20 93C85 PDF BibTeX XML Cite \textit{H. P. Singh}, Int. J. Nonlinear Sci. Numer. Simul. 15, No. 3--4, 181--188 (2014; Zbl 1401.93125) Full Text: DOI
Mosleh, Maryam Numerical solution of fuzzy linear Fredholm integro-differential equation by fuzzy neural network. (English) Zbl 1338.65289 Iran. J. Fuzzy Syst. 11, No. 1, 91-112 (2014). MSC: 65R20 45A05 45B05 45J05 26E50 68T05 PDF BibTeX XML Cite \textit{M. Mosleh}, Iran. J. Fuzzy Syst. 11, No. 1, 91--112 (2014; Zbl 1338.65289) Full Text: Link
Ursino, Mauro; Cuppini, Cristiano; Magosso, Elisa Neurocomputational approaches to modelling multisensory integration in the brain: a review. (English) Zbl 1325.92021 Neural Netw. 60, 141-165 (2014). MSC: 92C20 92B20 PDF BibTeX XML Cite \textit{M. Ursino} et al., Neural Netw. 60, 141--165 (2014; Zbl 1325.92021) Full Text: DOI
Nan, Dong; Liu, Lijun Relationships between basis-function neural networks and reproducing kernel functions. (Chinese. English summary) Zbl 1324.92005 J. Beijing Univ. Technol. 40, No. 9, 1428-1431 (2014). MSC: 92B20 68T05 93B52 PDF BibTeX XML Cite \textit{D. Nan} and \textit{L. Liu}, J. Beijing Univ. Technol. 40, No. 9, 1428--1431 (2014; Zbl 1324.92005)
Li, Fanjun; Han, Honggui; Qiao, Junfei A pruning algorithm for extreme learning machine based on sensitivity analysis. (Chinese. English summary) Zbl 1313.68101 Control Decis. 29, No. 6, 1003-1008 (2014). MSC: 68T05 93B35 PDF BibTeX XML Cite \textit{F. Li} et al., Control Decis. 29, No. 6, 1003--1008 (2014; Zbl 1313.68101) Full Text: DOI
Li, Fanjun; Qiao, Junfei; Han, Honggui An incremental constructive extreme learning machine. (Chinese. English summary) Zbl 1313.68102 Control Theory Appl. 31, No. 5, 638-643 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Li} et al., Control Theory Appl. 31, No. 5, 638--643 (2014; Zbl 1313.68102) Full Text: DOI
Qiao, Jun-fei; Han, Guang; Han, Hong-gui Neural network on-line modeling and controlling method for multi-variable control of wastewater treatment processes. (English) Zbl 1300.93034 Asian J. Control 16, No. 4, 1213-1223 (2014). MSC: 93A30 92B20 93C35 92D40 PDF BibTeX XML Cite \textit{J.-f. Qiao} et al., Asian J. Control 16, No. 4, 1213--1223 (2014; Zbl 1300.93034) Full Text: DOI
Wu, Wei; Fan, Qinwei; Zurada, Jacek M.; Wang, Jian; Yang, Dakun; Liu, Yan Batch gradient method with smoothing \(L_{1/2}\) regularization for training of feedforward neural networks. (English) Zbl 1298.68233 Neural Netw. 50, 72-78 (2014). MSC: 68T05 92B20 PDF BibTeX XML Cite \textit{W. Wu} et al., Neural Netw. 50, 72--78 (2014; Zbl 1298.68233) Full Text: DOI
Ma, Guochun; Yu, Dansheng; Zhou, Ping On approximation by univariate sigmoidal neural networks. (Chinese. English summary) Zbl 1313.41026 Acta Math. Sin., Chin. Ser. 57, No. 1, 89-100 (2014). MSC: 41A20 41A25 92B20 PDF BibTeX XML Cite \textit{G. Ma} et al., Acta Math. Sin., Chin. Ser. 57, No. 1, 89--100 (2014; Zbl 1313.41026)
Cayco-Gajic, N. Alex; Shea-Brown, Eric Neutral stability, rate propagation, and critical branching in feedforward networks. (English) Zbl 1415.92012 Neural Comput. 25, No. 7, 1768-1806 (2013). MSC: 92B20 PDF BibTeX XML Cite \textit{N. A. Cayco-Gajic} and \textit{E. Shea-Brown}, Neural Comput. 25, No. 7, 1768--1806 (2013; Zbl 1415.92012) Full Text: DOI
Patel, Mainak; Joshi, Badal Decoding synchronized oscillations within the brain: phase-delayed inhibition provides a robust mechanism for creating a sharp synchrony filter. (English) Zbl 1397.92120 J. Theor. Biol. 334, 13-25 (2013). MSC: 92C20 92B25 PDF BibTeX XML Cite \textit{M. Patel} and \textit{B. Joshi}, J. Theor. Biol. 334, 13--25 (2013; Zbl 1397.92120) Full Text: DOI
Vuković, Najdan; Miljković, Zoran A growing and pruning sequential learning algorithm of hyper basis function neural network for function approximation. (English) Zbl 1296.68148 Neural Netw. 46, 210-226 (2013). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Vuković} and \textit{Z. Miljković}, Neural Netw. 46, 210--226 (2013; Zbl 1296.68148) Full Text: DOI
Han, Hong-Gui; Wang, Li-Dan; Qiao, Jun-Fei Efficient self-organizing multilayer neural network for nonlinear system modeling. (English) Zbl 1292.93016 Neural Netw. 43, 22-32 (2013). MSC: 93A30 93C10 93E35 92B20 94A12 68T05 PDF BibTeX XML Cite \textit{H.-G. Han} et al., Neural Netw. 43, 22--32 (2013; Zbl 1292.93016) Full Text: DOI
Mall, Susmita; Chakraverty, S. Regression-based neural network training for the solution of ordinary differential equations. (English) Zbl 1280.65081 Int. J. Math. Model. Numer. Optim. 4, No. 2, 136-149 (2013). MSC: 65L70 34A34 34B15 PDF BibTeX XML Cite \textit{S. Mall} and \textit{S. Chakraverty}, Int. J. Math. Model. Numer. Optim. 4, No. 2, 136--149 (2013; Zbl 1280.65081) Full Text: DOI
Yu, Dan Sheng Approximation by neural networks with sigmoidal functions. (English) Zbl 1311.41015 Acta Math. Sin., Engl. Ser. 29, No. 10, 2013-2026 (2013). MSC: 41A25 41A46 92B20 PDF BibTeX XML Cite \textit{D. S. Yu}, Acta Math. Sin., Engl. Ser. 29, No. 10, 2013--2026 (2013; Zbl 1311.41015) Full Text: DOI
Xie, Ting Fan; Cao, Fei Long The rate of approximation of Gaussian radial basis neural networks in continuous function space. (English) Zbl 1263.41009 Acta Math. Sin., Engl. Ser. 29, No. 2, 295-302 (2013). MSC: 41A25 41A05 41A63 PDF BibTeX XML Cite \textit{T. F. Xie} and \textit{F. L. Cao}, Acta Math. Sin., Engl. Ser. 29, No. 2, 295--302 (2013; Zbl 1263.41009) Full Text: DOI
Bahi, Jacques M.; Couchot, Jean-François; Guyeux, Christophe; Salomon, Michel Neural networks and chaos: construction, evaluation of chaotic networks, and prediction of chaos with multilayer feedforward networks. (English) Zbl 1331.92013 Chaos 22, No. 1, 013122, 9 p. (2012). MSC: 92B20 37D45 PDF BibTeX XML Cite \textit{J. M. Bahi} et al., Chaos 22, No. 1, 013122, 9 p. (2012; Zbl 1331.92013) Full Text: DOI
Makoha, Anatoly; Tyshlyar, Tatyana Construction of neural networks for determination of singular points of linear complexes of planes of category B. (English) Zbl 1262.92011 C. R. Acad. Bulg. Sci. 65, No. 6, 751- (2012). Reviewer: Angela Slavova (Sofia) MSC: 92B20 68T05 15A72 15A99 PDF BibTeX XML Cite \textit{A. Makoha} and \textit{T. Tyshlyar}, C. R. Acad. Bulg. Sci. 65, No. 6, 751- (2012; Zbl 1262.92011)
Guo, Daqing; Li, Chunguang Signal propagation in feedforward neuronal networks with unreliable synapses. (English) Zbl 1446.92047 J. Comput. Neurosci. 30, No. 3, 567-587 (2011). MSC: 92B20 PDF BibTeX XML Cite \textit{D. Guo} and \textit{C. Li}, J. Comput. Neurosci. 30, No. 3, 567--587 (2011; Zbl 1446.92047)
Jing, Xingjian An \(H_\infty\) control approach to robust learning of feedforward neural networks. (English) Zbl 1263.93070 Neural Netw. 24, No. 7, 759-766 (2011). MSC: 93B36 92B20 68T05 PDF BibTeX XML Cite \textit{X. Jing}, Neural Netw. 24, No. 7, 759--766 (2011; Zbl 1263.93070) Full Text: DOI
Wang, Jian; Wu, Wei; Li, Zhengxue; Li, Long Convergence of gradient method for double parallel feedforward neural network. (English) Zbl 1263.65057 Int. J. Numer. Anal. Model. 8, No. 3, 484-495 (2011). MSC: 65K05 90C35 PDF BibTeX XML Cite \textit{J. Wang} et al., Int. J. Numer. Anal. Model. 8, No. 3, 484--495 (2011; Zbl 1263.65057) Full Text: Link
Le Roux, Nicolas; Bengio, Yoshua Deep belief networks are compact universal approximators. (English) Zbl 1195.68079 Neural Comput. 22, No. 8, 2192-2207 (2010). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Le Roux} and \textit{Y. Bengio}, Neural Comput. 22, No. 8, 2192--2207 (2010; Zbl 1195.68079) Full Text: DOI
Kainen, Paul C.; Kůrková, Věra; Vogt, Andrew Integral combinations of Heavisides. (English) Zbl 1225.26029 Math. Nachr. 283, No. 6, 854-878 (2010). Reviewer: Marcia Federson (São Paulo) MSC: 26B40 92B20 41A27 41A45 44A12 65D32 68T05 PDF BibTeX XML Cite \textit{P. C. Kainen} et al., Math. Nachr. 283, No. 6, 854--878 (2010; Zbl 1225.26029) Full Text: DOI
Mosleh, M.; Otadi, M.; Abbasbandy, S. Evaluation of fuzzy regression models by fuzzy neural network. (English) Zbl 1188.65011 J. Comput. Appl. Math. 234, No. 3, 825-834 (2010). MSC: 65C60 62J05 62F10 92B20 62A86 68T05 PDF BibTeX XML Cite \textit{M. Mosleh} et al., J. Comput. Appl. Math. 234, No. 3, 825--834 (2010; Zbl 1188.65011) Full Text: DOI
Cao, Feilong; Zhang, Yongquan; Xu, Zongben Lower estimation of approximation rate for neural networks. (English) Zbl 1192.68506 Sci. China, Ser. F 52, No. 8, 1321-1327 (2009). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Cao} et al., Sci. China, Ser. F 52, No. 8, 1321--1327 (2009; Zbl 1192.68506) Full Text: DOI
Ren, Xuemei; Lewis, Frank L.; Zhang, Jingliang Neural network compensation control for mechanical systems with disturbances. (English) Zbl 1162.93345 Automatica 45, No. 5, 1221-1226 (2009). MSC: 93B51 92B20 70Q05 93D05 PDF BibTeX XML Cite \textit{X. Ren} et al., Automatica 45, No. 5, 1221--1226 (2009; Zbl 1162.93345) Full Text: DOI
Herrmann, G.; Lewis, F. L.; Ge, S. S.; Zhang, J. Discrete adaptive neural network disturbance feedforward compensation for nonlinear disturbances in servo-control applications. (English) Zbl 1162.93362 Int. J. Control 82, No. 4, 721-740 (2009). MSC: 93C40 92B20 93C10 93C55 PDF BibTeX XML Cite \textit{G. Herrmann} et al., Int. J. Control 82, No. 4, 721--740 (2009; Zbl 1162.93362) Full Text: DOI Link
Pinto da Costa, Joaquim F.; Alonso, Hugo; Cardoso, Jaime S. The unimodal model for the classification of ordinal data. (English) Zbl 1254.68220 Neural Netw. 21, No. 1, 78-91 (2008); corrigendum ibid. 59, 73-75 (2014). MSC: 68T05 68T10 92B20 PDF BibTeX XML Cite \textit{J. F. Pinto da Costa} et al., Neural Netw. 21, No. 1, 78--91 (2008; Zbl 1254.68220) Full Text: DOI
Zhang, Daiyuan A new algorithm for training neural networks based on generalized Chebyshev polynomials. (Chinese. English summary) Zbl 1199.68251 Syst. Eng. Electron. 30, No. 11, 2274-2279 (2008). MSC: 68T05 92B20 PDF BibTeX XML Cite \textit{D. Zhang}, Syst. Eng. Electron. 30, No. 11, 2274--2279 (2008; Zbl 1199.68251)
Han, Fei; Ling, Qing-Hua A new approach for function approximation incorporating adaptive particle swarm optimization and a priori information. (English) Zbl 1157.65323 Appl. Math. Comput. 205, No. 2, 792-798 (2008). MSC: 65D15 68T05 92B20 90C15 PDF BibTeX XML Cite \textit{F. Han} and \textit{Q.-H. Ling}, Appl. Math. Comput. 205, No. 2, 792--798 (2008; Zbl 1157.65323) Full Text: DOI
La Rocca, Michele; Perna, Cira Neural network modelling with applications to euro exchange rates. (English) Zbl 1142.91669 Kontoghiorghes, Erricos J. (ed.) et al., Computational methods in financial engineering. Essays in honour of Manfred Gilli. Berlin: Springer (ISBN 978-3-540-77957-5/hbk). 163-189 (2008). MSC: 91B62 91B84 PDF BibTeX XML Cite \textit{M. La Rocca} and \textit{C. Perna}, in: Computational methods in financial engineering. Essays in honour of Manfred Gilli. Berlin: Springer. 163--189 (2008; Zbl 1142.91669)
Aizenberg, Igor; Moraga, Claudio The genetic code as a function of multiple-valued logic over the field of complex numbers and its learning using multilayer neural network based on multi-valued neurons. (English) Zbl 1131.92003 J. Mult.-Val. Log. Soft Comput. 13, No. 4-6, 605-618 (2007). MSC: 92B20 68T05 92C40 PDF BibTeX XML Cite \textit{I. Aizenberg} and \textit{C. Moraga}, J. Mult.-Val. Log. Soft Comput. 13, No. 4--6, 605--618 (2007; Zbl 1131.92003)
Zhang, Jing-Ru; Zhang, Jun; Lok, Tat-Ming; Lyu, Michael R. A hybrid particle swarm optimization-back-propagation algorithm for feedforward neural network training. (English) Zbl 1112.65059 Appl. Math. Comput. 185, No. 2, 1026-1037 (2007). MSC: 65K05 90C15 90C35 PDF BibTeX XML Cite \textit{J.-R. Zhang} et al., Appl. Math. Comput. 185, No. 2, 1026--1037 (2007; Zbl 1112.65059) Full Text: DOI
Herrera, Carlos Narciso Bouza; Barbeito, Josefina Martínez; Mitra, Pasha G. Labor market signaling analysis using the probability of misclassification and neural networks. (English) Zbl 1413.62215 Rev. Mat. Estat. 24, No. 3, 61-76 (2006). MSC: 62P20 62H30 62M45 91A28 PDF BibTeX XML Cite \textit{C. N. B. Herrera} et al., Rev. Mat. Estat. 24, No. 3, 61--76 (2006; Zbl 1413.62215) Full Text: Link
Zhang, Daiyuan New algorithm for training feedforward neural networks with cubic spline weight functions. (Chinese. English summary) Zbl 1222.68342 Syst. Eng. Electron. 28, No. 9, 1434-1437 (2006). MSC: 68T05 65D05 PDF BibTeX XML Cite \textit{D. Zhang}, Syst. Eng. Electron. 28, No. 9, 1434--1437 (2006; Zbl 1222.68342)
Sheng, Shouzhao; Jiang, Bin Research on generalization capability of feedforward neural networks. (Chinese. English summary) Zbl 1222.68303 Syst. Eng. Electron. 28, No. 9, 1388-1390 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Sheng} and \textit{B. Jiang}, Syst. Eng. Electron. 28, No. 9, 1388--1390 (2006; Zbl 1222.68303)
Magoulas, George D.; Vrahatis, Michael N. Adaptive algorithms for neural network supervised learning: a deterministic optimization approach. (English) Zbl 1156.92004 Int. J. Bifurcation Chaos Appl. Sci. Eng. 16, No. 7, 1929-1950 (2006). MSC: 92B20 68T05 90C90 90C30 PDF BibTeX XML Cite \textit{G. D. Magoulas} and \textit{M. N. Vrahatis}, Int. J. Bifurcation Chaos Appl. Sci. Eng. 16, No. 7, 1929--1950 (2006; Zbl 1156.92004) Full Text: DOI
Goel, Ashok Kumar; Saxena, Suresh C.; Bhanot, Surekha A fast learning algorithm for training feedforward neural networks. (English) Zbl 1111.93087 Int. J. Syst. Sci. 37, No. 10, 709-722 (2006). MSC: 93E35 68T05 93B40 PDF BibTeX XML Cite \textit{A. K. Goel} et al., Int. J. Syst. Sci. 37, No. 10, 709--722 (2006; Zbl 1111.93087) Full Text: DOI
Zhou, Fengqi; Wu, Wei; Xiong, Yan Convergence of gradient algorithm for BP neural network with multiple output units. (Chinese. English summary) Zbl 1114.68500 J. Nat. Sci. Heilongjiang Univ. 23, No. 1, 108-113 (2006). MSC: 68T05 68W05 PDF BibTeX XML Cite \textit{F. Zhou} et al., J. Nat. Sci. Heilongjiang Univ. 23, No. 1, 108--113 (2006; Zbl 1114.68500)
Anastasiadis, Aristoklis D.; Magoulas, George D.; Vrahatis, Michael N. Improved sign-based learning algorithm derived by the composite nonlinear Jacobi process. (English) Zbl 1089.68084 J. Comput. Appl. Math. 191, No. 2, 166-178 (2006). MSC: 68T05 68W05 PDF BibTeX XML Cite \textit{A. D. Anastasiadis} et al., J. Comput. Appl. Math. 191, No. 2, 166--178 (2006; Zbl 1089.68084) Full Text: DOI
Becerra, V. M.; Ahmida, Z.; Charef, A. Stabilising solutions to a class of nonlinear optimal state tracking problems using radial basis function networks. (English) Zbl 1169.93389 Int. J. Appl. Math. Comput. Sci. 15, No. 3, 369-381 (2005). MSC: 93D15 PDF BibTeX XML Cite \textit{V. M. Becerra} et al., Int. J. Appl. Math. Comput. Sci. 15, No. 3, 369--381 (2005; Zbl 1169.93389) Full Text: Link EuDML
Pei, Jin-Song; Wright, Joseph P.; Smyth, Andrew W. Mapping polynomial fitting into feedforward neural networks for modeling nonlinear dynamic systems and beyond. (English) Zbl 1093.65008 Comput. Methods Appl. Mech. Eng. 194, No. 42-44, 4481-4505 (2005). MSC: 65D10 92B20 PDF BibTeX XML Cite \textit{J.-S. Pei} et al., Comput. Methods Appl. Mech. Eng. 194, No. 42--44, 4481--4505 (2005; Zbl 1093.65008) Full Text: DOI
Najarian, Kayvan A fixed-distribution PAC learning theory for neural FIR models. (English) Zbl 1093.68087 J. Intell. Inf. Syst. 25, No. 3, 275-291 (2005). MSC: 68T05 PDF BibTeX XML Cite \textit{K. Najarian}, J. Intell. Inf. Syst. 25, No. 3, 275--291 (2005; Zbl 1093.68087) Full Text: DOI
Ślęzak, Dominik; Szczuka, Marcin; Wróblewski, Jakub Feedforward concept networks. (English) Zbl 1083.68103 Dunin-Kȩplicz, Barbara (ed.) et al., Monitoring, security, and rescue techniques in multiagent systems. Selected contributions presented at the international workshop “Monitoring, security, and rescue techniques in multiagent systems” (MSRAS 2004), Płock, Poland, June 7–9, 2004. Berlin: Springer (ISBN 3-540-23245-1/pbk). Advances in Soft Computing, 281-292 (2005). MSC: 68T05 68T20 PDF BibTeX XML Cite \textit{D. Ślęzak} et al., in: Monitoring, security, and rescue techniques in multiagent systems. Selected contributions presented at the international workshop ``Monitoring, security, and rescue techniques in multiagent systems'' (MSRAS 2004), Płock, Poland, June 7--9, 2004. Berlin: Springer. 281--292 (2005; Zbl 1083.68103)
Zhu, Qin-Yu; Qin, A. K.; Suganthan, P. N.; Huang, Guang-Bin Evolutionary extreme learning machine. (English) Zbl 1077.68791 Pattern Recognition 38, No. 10, 1759-1763 (2005). MSC: 68T05 PDF BibTeX XML Cite \textit{Q.-Y. Zhu} et al., Pattern Recognition 38, No. 10, 1759--1763 (2005; Zbl 1077.68791) Full Text: DOI
Huang, De-Shuang; Chi, Zheru; Siu, Wan-Chi A case study for constrained learning neural root finders. (English) Zbl 1075.68073 Appl. Math. Comput. 165, No. 3, 699-718 (2005). MSC: 68T05 PDF BibTeX XML Cite \textit{D.-S. Huang} et al., Appl. Math. Comput. 165, No. 3, 699--718 (2005; Zbl 1075.68073) Full Text: DOI
Atan, Ebubekir; Özdemir, Serhan Intelligence modeling of the transient asperity temperatures in meshing spur gears. (English) Zbl 1122.74366 Mech. Mach. Theory 40, No. 1, 119-127 (2005). MSC: 74F05 74M15 74S30 92B20 PDF BibTeX XML Cite \textit{E. Atan} and \textit{S. Özdemir}, Mech. Mach. Theory 40, No. 1, 119--127 (2005; Zbl 1122.74366) Full Text: DOI
Allende, Héctor; Ñanculef, Ricardo; Salas, Rodrigo Robust bootstrapping neural networks. (English) Zbl 1198.68185 Monroy, Raúl (ed.) et al., MICAI 2004: Advances in artificial intelligence. Third Mexican international conference on artificial intelligence, Mexico City, Mexico, April 26–30, 2004. Proceedings. Berlin: Springer (ISBN 3-540-21459-3/pbk). Lecture Notes in Computer Science 2972. Lecture Notes in Artificial Intelligence, 813-822 (2004). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Allende} et al., Lect. Notes Comput. Sci. 2972, 813--822 (2004; Zbl 1198.68185) Full Text: DOI
Xu, Zongben; Cao, Feilong The essential order of approximation for neural networks. (English) Zbl 1186.82063 Sci. China, Ser. F 47, No. 1, 97-112 (2004). MSC: 82C32 93B30 93E10 PDF BibTeX XML Cite \textit{Z. Xu} and \textit{F. Cao}, Sci. China, Ser. F 47, No. 1, 97--112 (2004; Zbl 1186.82063) Full Text: DOI
Curry, B.; Morgan, P. H. Neural networks, linear functions and neglected nonlinearity. (English) Zbl 1113.82310 Comput. Manag. Sci. 1, No. 1, 15-29 (2004). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 82C32 68T05 92B20 PDF BibTeX XML Cite \textit{B. Curry} and \textit{P. H. Morgan}, Comput. Manag. Sci. 1, No. 1, 15--29 (2004; Zbl 1113.82310) Full Text: DOI
Gál, V.; Hámori, J.; Roska, T.; Bálya, D.; Borostyánkői, Zs.; Brendel, M.; Lotz, K.; Négyessy, L.; Orzó, L.; Petrás, I.; Rekeczky, Cs.; Takács, J.; Venetiáner, P.; Vidnyánszky, Z.; Zarándy, Á. Receptive field atlas and related CNN models. (English) Zbl 1063.92012 Int. J. Bifurcation Chaos Appl. Sci. Eng. 14, No. 2, 551-584 (2004). MSC: 92C20 92B20 68T05 PDF BibTeX XML Cite \textit{V. Gál} et al., Int. J. Bifurcation Chaos Appl. Sci. Eng. 14, No. 2, 551--584 (2004; Zbl 1063.92012) Full Text: DOI
Li, Zhengxue; Wu, Wei; Tian, Yulong Convergence of an online gradient method for feedforward neural networks with stochastic inputs. (English) Zbl 1062.68101 J. Comput. Appl. Math. 163, No. 1, 165-176 (2004). MSC: 68T05 68T01 PDF BibTeX XML Cite \textit{Z. Li} et al., J. Comput. Appl. Math. 163, No. 1, 165--176 (2004; Zbl 1062.68101) Full Text: DOI
Wu, Wei; Shao, Zhiqiong Convergence of online gradient methods for continuous perceptrons with linearly separable training patterns. (English) Zbl 1091.68097 Appl. Math. Lett. 16, No. 7, 999-1002 (2003). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Wu} and \textit{Z. Shao}, Appl. Math. Lett. 16, No. 7, 999--1002 (2003; Zbl 1091.68097) Full Text: DOI
Escudero Lázaro, José Antonio; Lahoz Arnedo, David Physical-mathematical wind prediction model. (English) Zbl 1063.86503 Madaune-Tort, M. (ed.) et al., 7th Zaragoza-Pau conference on applied and statistical mathematics, Jaca (Huesca), September 17–18, 2001. Zaragoza: Univ. de Zaragoza, Seminario Matemático “García de Galdeano” (ISBN 84-96214-04-4/pbk). Monogr. Semin. Mat. “García de Galdeano” 27, 249-258 (2003). MSC: 86A99 PDF BibTeX XML Cite \textit{J. A. Escudero Lázaro} and \textit{D. Lahoz Arnedo}, in: VII Journadas Zaragoza-Pau de Matemática aplicada y Estadística, Jaca (Huesca), 17--18 de septiembre de 2001. Zaragoza: Univ. de Zaragoza, Seminario Matemático ``García de Galdeano''. 249--258 (2003; Zbl 1063.86503)
Jiang, Minghu; Gielen, Georges; Zhang, Bo; Luo, Zhensheng Fast learning algorithms for feedforward neural networks. (English) Zbl 1056.68119 Appl. Intell. 18, No. 1, 37-54 (2003). MSC: 68T05 68W05 PDF BibTeX XML Cite \textit{M. Jiang} et al., Appl. Intell. 18, No. 1, 37--54 (2003; Zbl 1056.68119) Full Text: DOI
Hsiao, Tzu-Chien Ryan; Lin, Chii-Wann; Chiang, Huihua Kenny Partial least-squares algorithm for weights initialization of backpropagation network. (English) Zbl 1006.68821 Neurocomputing 50, 237-247 (2003). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{T.-C. R. Hsiao} et al., Neurocomputing 50, 237--247 (2003; Zbl 1006.68821) Full Text: DOI
Yang, Huizhong; Lu, Pengfei; Zhang, Suzhen; Tao, Zhenlin Generalization of networks and random expanded training sets. (Chinese. English summary) Zbl 1036.68085 Control Theory Appl. 19, No. 6, 963-966 (2002). MSC: 68T05 92B20 PDF BibTeX XML Cite \textit{H. Yang} et al., Control Theory Appl. 19, No. 6, 963--966 (2002; Zbl 1036.68085)
Šíma, Jiří Training a single sigmoidal neuron is hard. (English) Zbl 1060.68099 Neural Comput. 14, No. 11, 2709-2728 (2002). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Šíma}, Neural Comput. 14, No. 11, 2709--2728 (2002; Zbl 1060.68099) Full Text: DOI
Cortez, Paulo; Rocha, Miguel; Neves, José A Lamarckian approach for neural network training. (English) Zbl 1008.68742 Neural Process. Lett. 15, No. 2, 105-116 (2002). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{P. Cortez} et al., Neural Process. Lett. 15, No. 2, 105--116 (2002; Zbl 1008.68742) Full Text: DOI
Wu, Wei; Xu, Yuesheng Deterministic convergence of an online gradient method for neural networks. (English) Zbl 1066.68111 J. Comput. Appl. Math. 144, No. 1-2, 335-347 (2002). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Wu} and \textit{Y. Xu}, J. Comput. Appl. Math. 144, No. 1--2, 335--347 (2002; Zbl 1066.68111) Full Text: DOI
Castillo, Enrique; Fontenla-Romero, Oscar; Guijarro-Berdiñas, Bertha; Alonso-Bretanzos, Amparo A global optimum approach for one-layer neural networks. (English) Zbl 1002.68137 Neural Comput. 14, No. 6, 1429-1449 (2002). MSC: 68T05 PDF BibTeX XML Cite \textit{E. Castillo} et al., Neural Comput. 14, No. 6, 1429--1449 (2002; Zbl 1002.68137) Full Text: DOI
Tang, Kun Won; Kak, Subhash Fast classification networks for signal processing. (English) Zbl 0997.94524 Circuits Syst. Signal Process. 21, No. 2, 207-224 (2002). MSC: 94A12 68T10 62M20 62M10 PDF BibTeX XML Cite \textit{K. W. Tang} and \textit{S. Kak}, Circuits Syst. Signal Process. 21, No. 2, 207--224 (2002; Zbl 0997.94524) Full Text: DOI
Zhang, Li; Subbarayan, Ganesh An evaluation of back-propagation neural networks for the optimal design of structural systems. I: Training procedures. (English) Zbl 1131.74332 Comput. Methods Appl. Mech. Eng. 191, No. 25-26, 2873-2886 (2002). MSC: 74P99 92B20 PDF BibTeX XML Cite \textit{L. Zhang} and \textit{G. Subbarayan}, Comput. Methods Appl. Mech. Eng. 191, No. 25--26, 2873--2886 (2002; Zbl 1131.74332) Full Text: DOI
Liang, Y. C.; Feng, D. P.; Lee, H. P.; Lim, S. P.; Lee, K. H. Successive approximation training algorithm for feedforward neural networks. (English) Zbl 0992.68179 Neurocomputing 42, No. 1-4, 311-322 (2002). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. C. Liang} et al., Neurocomputing 42, No. 1--4, 311--322 (2002; Zbl 0992.68179) Full Text: DOI
Oh, Il-Seok; Suen, Ching Y. A class-modular feedforward neural network for handwriting recognition. (English) Zbl 0988.68803 Pattern Recognition 35, No. 1, 229-244 (2002). MSC: 68U99 68T10 68T05 PDF BibTeX XML Cite \textit{I.-S. Oh} and \textit{C. Y. Suen}, Pattern Recognition 35, No. 1, 229--244 (2002; Zbl 0988.68803) Full Text: DOI
Suykens, Johan A. K. Support vector machines: a nonlinear modelling and control perspective. (English) Zbl 1293.93796 Eur. J. Control 7, No. 2-3, 311-327 (2001). MSC: 93E35 92B20 93E10 68T05 PDF BibTeX XML Cite \textit{J. A. K. Suykens}, Eur. J. Control 7, No. 2--3, 311--327 (2001; Zbl 1293.93796) Full Text: DOI
Kong, Jun; Wu, Wei Online gradient methods with a punishing term for neural networks. (English) Zbl 1025.68073 Northeast. Math. J. 17, No. 3, 371-378 (2001). MSC: 68T05 92B20 PDF BibTeX XML Cite \textit{J. Kong} and \textit{W. Wu}, Northeast. Math. J. 17, No. 3, 371--378 (2001; Zbl 1025.68073)
Meijer, P. B. L. Neural networks for device and circuit modelling. (English) Zbl 1012.68160 Van Rienen, Ursula (ed.) et al., Scientific computing in electrical engineering. Proceedings of the 3rd international workshop, Warnemünde, Germany, August 20-23, 2000. Berlin: Springer. Lect. Notes Comput. Sci. Eng. 18, 251-258 (2001). MSC: 68T05 PDF BibTeX XML Cite \textit{P. B. L. Meijer}, Lect. Notes Comput. Sci. Eng. 18, 251--258 (2001; Zbl 1012.68160)
Nunes de Castro, Leandro; Von Zuben, Fernando J. An immunological approach to initialize feedforward neural network weights. (English) Zbl 1011.68092 Kůrková, Věra (ed.) et al., Artificial neural nets and genetic algorithms. Proceedings of the international conference, Prague, Czech Republic, 2001. Wien: Springer. 126-129 (2001). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Nunes de Castro} and \textit{F. J. Von Zuben}, in: Artificial neural nets and genetic algorithms. Proceedings of the international conference, Prague, Czech Republic, 2001. Wien: Springer. 126--129 (2001; Zbl 1011.68092)
Palocsay, Susan W.; Stevens, Scott P.; Brookshire, Robert G. An empirical evaluation of probability estimation with neural networks. (English) Zbl 1157.68512 Neural Comput. Appl. 10, No. 1, 48-55 (2001). MSC: 68U99 68T05 PDF BibTeX XML Cite \textit{S. W. Palocsay} et al., Neural Comput. Appl. 10, No. 1, 48--55 (2001; Zbl 1157.68512) Full Text: DOI
Meybodi, M. R.; Beigy, H. New classes of learning automata based schemes for adaptation of backpropagation algorithm parameters. (English) Zbl 0991.68059 Iran. J. Sci. Technol., Trans. B, Technol. 25, No. 3, 515-532, 593 (2001). MSC: 68T05 68Q45 PDF BibTeX XML Cite \textit{M. R. Meybodi} and \textit{H. Beigy}, Iran. J. Sci. Technol., Trans. B, Technol. 25, No. 3, 515--532, 593 (2001; Zbl 0991.68059)
Xiong, Zhongyu; Ding, Yunliang; Xu, Zhixing Constructive estimation of approximating of functions with Gaussian RBF neural network. (Chinese. English summary) Zbl 0985.68054 J. Nanjing Univ. Aeronaut. Astronaut. 33, No. 3, 217-220 (2001). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Xiong} et al., J. Nanjing Univ. Aeronaut. Astronaut. 33, No. 3, 217--220 (2001; Zbl 0985.68054)