SCOPUS 정보 검색 플랫폼

Volumn 12, Issue 4-5, 1999, Pages 647-658

Artificial neural networks as approximators of stochastic processes

Author keywords

AINN; Approximation; Brownian motion; Canonical representation; Isometric operator; Stieltjes integral; Stochastic integral; Stochastic processes

Indexed keywords

APPROXIMATION THEORY; BROWNIAN MOVEMENT; FUNCTIONS; MATHEMATICAL MODELS; RANDOM PROCESSES;

CANONICAL REPRESENTATION; ISOMETRIC OPERATOR; STIELTJES INTEGRAL; STOCHASTIC INTEGRAL;

NEURAL NETWORKS;

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; MATHEMATICAL COMPUTING; MATHEMATICAL PARAMETERS; PRIORITY JOURNAL; STATISTICS; STOCHASTIC MODEL;

EID: 0032784635 PISSN: 08936080 EISSN: None Source Type: Journal
DOI: 10.1016/S0893-6080(99)00017-9 Document Type: Article

Times cited : (38)

References (12)

1
- 0012099392
- Approximation of dynamical systems by continuous-time recurrent approximate identity neural networks
- Conti M., Turchetti C. Approximation of dynamical systems by continuous-time recurrent approximate identity neural networks. Neural, Parallel & Sci. Computations. 2:1994;299-322.
- (1994) Neural, Parallel & Sci. Computations , vol.2 , pp. 299-322
- Conti, M.¹ Turchetti, C.²

2
- 0342351922
- A class of neural networks based on approximate identity for analog IC's hardware implementation
- Conti M., Orcioni S., Turchetti C. A class of neural networks based on approximate identity for analog IC's hardware implementation. IEICE Trans. Fund. Electron. Comm. Computer Sci. E77-A:(6):1994;1069-1079.
- (1994) IEICE Trans. Fund. Electron. Comm. Computer Sci. , vol.77 , Issue.6 , pp. 1069-1079
- Conti, M.¹ Orcioni, S.² Turchetti, C.³

3
- 0024861871
- Approximation by superposition of sigmoidal function
- Cybenko G. Approximation by superposition of sigmoidal function. Math. Control, Systems, Signal. 2:1989;303-314.
- (1989) Math. Control, Systems, Signal , vol.2 , pp. 303-314
- Cybenko, G.¹

4
- 0003954462
- New York: Wiley
- Doob J.L. Stochastic processes. 1990;Wiley, New York.
- (1990) Stochastic Processes
- Doob, J.L.¹

5
- 0024866495
- On the approximate realisation of continuous mappings by neural networks
- Funahashi K. On the approximate realisation of continuous mappings by neural networks. Neural Net. 2:1989;183-192.
- (1989) Neural Net. , vol.2 , pp. 183-192
- Funahashi, K.¹

6
- 0003745959
- Berlin: Springer
- Gihman I.I., Skorohod A.V. The theory of stochastic processes. 1974;Springer, Berlin.
- (1974) The Theory of Stochastic Processes
- Gihman, I.I.¹ Skorohod, A.V.²

7
- 0004207439
- New York: Springer
- Halmos P.R. Measure theory. 1974;Springer, New York.
- (1974) Measure Theory
- Halmos, P.R.¹

8
- 0024880831
- Multilayer feedforward networks are universal approximators
- Hornik K., Stinchcombe M., White H. Multilayer feedforward networks are universal approximators. Neural Net. 2:1989;395-403.
- (1989) Neural Net. , vol.2 , pp. 395-403
- Hornik, K.¹ Stinchcombe, M.² White, H.³

9
- 0003527079
- Germany: Springer
- Kohonen T. Self-organisation and associative memory. 1988;Springer, Germany.
- (1988) Self-organisation and Associative Memory
- Kohonen, T.¹

10
- 0000106040
- Universal approximation using Radial-Basis-Function networks
- Park J., Sandberg I.W. Universal approximation using Radial-Basis-Function networks. Neural Computation. 3:1991;246-257.
- (1991) Neural Computation , vol.3 , pp. 246-257
- Park, J.¹ Sandberg, I.W.²

11
- 0025490985
- Networks for approximation and learning
- Poggio T., Girosi F. Networks for approximation and learning. Proc. IEEE. 78:(9):1990;1481-1497.
- (1990) Proc. IEEE , vol.78 , Issue.9 , pp. 1481-1497
- Poggio, T.¹ Girosi, F.²

12
- 0004003732
- Berlin: Springer
- Prohorov Y.V., Rozanov Y.A. Probability theory. 1969;Springer, Berlin.
- (1969) Probability Theory
- Prohorov, Y.V.¹ Rozanov, Y.A.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.