-
4
-
-
0000621802
-
Multivariable functional interpolation and adaptive networks
-
Broomhead D.S., Lowe D. Multivariable functional interpolation and adaptive networks. Complex Systems. 2:1988;321-355.
-
(1988)
Complex Systems
, vol.2
, pp. 321-355
-
-
Broomhead, D.S.1
Lowe, D.2
-
5
-
-
0001311791
-
Dynamic cell structure learns perfectly topology preserving map
-
Bruske J., Sommer G. Dynamic cell structure learns perfectly topology preserving map. Neural Computation. 7:1995;845-865.
-
(1995)
Neural Computation
, vol.7
, pp. 845-865
-
-
Bruske, J.1
Sommer, G.2
-
7
-
-
0343472951
-
Dynamische Zellstrukturen
-
PhD Thesis, Technische Fakultät der Christian Albrechts-Universität zu Kiel
-
Bruske, J. (1998). Dynamische Zellstrukturen. Theorie und Anwendung eines KNN-Modells. PhD Thesis, Technische Fakultät der Christian Albrechts-Universität zu Kiel.
-
(1998)
Theorie und Anwendung Eines KNN-Modells
-
-
Bruske, J.1
-
8
-
-
0031272154
-
An integrated architecture for learning of reactive behaviors based on dynamic cell structures
-
Bruske J., Ahrns L., Sommer G. An integrated architecture for learning of reactive behaviors based on dynamic cell structures. Robotics and Autonomous Systems. 22:1998;87-102.
-
(1998)
Robotics and Autonomous Systems
, vol.22
, pp. 87-102
-
-
Bruske, J.1
Ahrns, L.2
Sommer, G.3
-
9
-
-
84973857317
-
ART2: Self-organisation of stable category recognition codes for analog input patterns
-
Carpenter G.A., Grossberg S. ART2: Self-organisation of stable category recognition codes for analog input patterns. Applied Optics. 26:1987;4919-4930.
-
(1987)
Applied Optics
, vol.26
, pp. 4919-4930
-
-
Carpenter, G.A.1
Grossberg, S.2
-
10
-
-
0025889915
-
ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
-
Carpenter G.A., Grossberg S., Reynolds J.H. ARTMAP: supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks. 4:1991;543-564.
-
(1991)
Neural Networks
, vol.4
, pp. 543-564
-
-
Carpenter, G.A.1
Grossberg, S.2
Reynolds, J.H.3
-
11
-
-
0026923589
-
Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
-
Carpenter G.A., Grossberg S., Markuzon N., Reynolds J.H., Rosen D.B. Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks. 3:1992;698-713.
-
(1992)
IEEE Transactions on Neural Networks
, vol.3
, pp. 698-713
-
-
Carpenter, G.A.1
Grossberg, S.2
Markuzon, N.3
Reynolds, J.H.4
Rosen, D.B.5
-
12
-
-
0028753578
-
Generating-shrinking algorithm for learning arbitrary classification
-
Chen Y.Q., Thomas D.W., Nixon M.S. Generating-shrinking algorithm for learning arbitrary classification. Neural Networks. 7:1994;1477-1489.
-
(1994)
Neural Networks
, vol.7
, pp. 1477-1489
-
-
Chen, Y.Q.1
Thomas, D.W.2
Nixon, M.S.3
-
13
-
-
0031789814
-
Neurogenesis in the adult human hippocampus
-
Eriksson P.S., Perfilieva E., Bjork-Eriksson T., Alborn A.M., Nordborg C., Peterson D.A., Gage F.H. Neurogenesis in the adult human hippocampus. Nature Medicine. 4:1998;1313-1317.
-
(1998)
Nature Medicine
, vol.4
, pp. 1313-1317
-
-
Eriksson, P.S.1
Perfilieva, E.2
Bjork-Eriksson, T.3
Alborn, A.M.4
Nordborg, C.5
Peterson, D.A.6
Gage, F.H.7
-
14
-
-
0000155950
-
The cascade-correlation learning architecture
-
Los Altos, CA: Morgan Kaufmann Publishers
-
Fahlman, S. E. & Lebiere, C. (1990). The cascade-correlation learning architecture. In Advances in neural information processing systems 2 (pp. 524-532). Los Altos, CA: Morgan Kaufmann Publishers.
-
(1990)
In Advances in Neural Information Processing Systems
, vol.2
, pp. 524-532
-
-
Fahlman, S.E.1
Lebiere, C.2
-
15
-
-
0000689846
-
On-line learning in radial basis function networks
-
Freeman J.A.S., Saad D. On-line learning in radial basis function networks. Neural Computation. 9:1997;1601-1622.
-
(1997)
Neural Computation
, vol.9
, pp. 1601-1622
-
-
Freeman, J.A.S.1
Saad, D.2
-
16
-
-
0032923221
-
Catastrophic forgetting in connectionist networks
-
French R.M. Catastrophic forgetting in connectionist networks. Trends in Cognitive Sciences. 3:1999;128-135.
-
(1999)
Trends in Cognitive Sciences
, vol.3
, pp. 128-135
-
-
French, R.M.1
-
18
-
-
0028748949
-
Growing cell structures - A self-organizing network for unsupervised and supervised learning
-
Fritzke B. Growing cell structures - a self-organizing network for unsupervised and supervised learning. Neural Networks. 7:1994;1441-1460.
-
(1994)
Neural Networks
, vol.7
, pp. 1441-1460
-
-
Fritzke, B.1
-
23
-
-
0017120827
-
Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors
-
Grossberg S. Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors. Biological Cybernetics. 23:1976;121-134.
-
(1976)
Biological Cybernetics
, vol.23
, pp. 121-134
-
-
Grossberg, S.1
-
24
-
-
40649128119
-
Nonlinear neural networks: Principles, mechanisms, and architectures
-
Grossberg S. Nonlinear neural networks: principles, mechanisms, and architectures. Neural Networks. 1:1988;17-61.
-
(1988)
Neural Networks
, vol.1
, pp. 17-61
-
-
Grossberg, S.1
-
25
-
-
0029889237
-
The hippocampus and cerebellum in adaptively timed learning, recognition and movement
-
Grossberg S., Merrill J.W.L. The hippocampus and cerebellum in adaptively timed learning, recognition and movement. Journal of Cognitive Neuroscience. 8:1996;257-277.
-
(1996)
Journal of Cognitive Neuroscience
, vol.8
, pp. 257-277
-
-
Grossberg, S.1
Merrill, J.W.L.2
-
26
-
-
0343037100
-
Task-based representation in lifelong learning incremental neural networks
-
In VDI Fortschrittberichte, Reihe 8, Nr. 663, Ilmenau
-
Hamker, F. H. & Gross, H.-M. (1997). Task-based representation in lifelong learning incremental neural networks. In VDI Fortschrittberichte, Reihe 8, Nr. 663, Workshop SOAVE'97, Ilmenau (pp. 99-108).
-
(1997)
Workshop SOAVE'97
, pp. 99-108
-
-
Hamker, F.H.1
Gross, H.-M.2
-
28
-
-
0343472946
-
-
Schriftenreihe des FG Neuroinformatik der TU Ilmenau, Report. 2/98
-
Hamker, F., Debes, K., Pomierski, T., Gross, H.-M., (1998). Multisensorielles Integriertes Realzeit Inspektions-System MIRIS: Lösung der MIKADO-Sortieraufgabe. Schriftenreihe des FG Neuroinformatik der TU Ilmenau, Report. 2/98.
-
(1998)
Multisensorielles Integriertes Realzeit Inspektions-System MIRIS: Lösung der MIKADO-Sortieraufgabe
-
-
Hamker, F.1
Debes, K.2
Pomierski, T.3
Gross, H.-M.4
-
30
-
-
0041389194
-
-
Report. 4/2000, Franfurt am Main: Institute of Imformatik, JW Goethe Iniversität
-
Hamker, F.H., Paetz, J., Thöne, S., Brause, R., Hanisch, E., (2000). Erkennung kritischer Zustände von Patienten mit der Diagnose 'Septischer Schock' mit einem RBF-Netz. Report. 4/2000, Franfurt am Main: Institute of Imformatik, JW Goethe Iniversität.
-
(2000)
Erkennung Kritischer Zustände Von Patienten Mit der Diagnose 'Septischer Schock' Mit Einem RBF-Netz
-
-
Hamker, F.H.1
Paetz, J.2
Thöne, S.3
Brause, R.4
Hanisch, E.5
-
31
-
-
0032207166
-
Comparing neural networks: A benchmark on growing neural gas, growing cell structures, and fuzzy ARTMAP
-
Heinke D., Hamker F.H. Comparing neural networks: a benchmark on growing neural gas, growing cell structures, and fuzzy ARTMAP. IEEE Transactions on Neural Networks. 9:1998;1279-1291.
-
(1998)
IEEE Transactions on Neural Networks
, vol.9
, pp. 1279-1291
-
-
Heinke, D.1
Hamker, F.H.2
-
32
-
-
77956898593
-
On-line learning processes in artificial neural networks
-
Amsterdam: Elsevier Science Publishers
-
Heskes, T. M. & Kappen, B. (1993). On-line learning processes in artificial neural networks. In Mathematical foundations of neural networks (pp. 199-233). Amsterdam: Elsevier Science Publishers.
-
(1993)
In Mathematical Foundations of Neural Networks
, pp. 199-233
-
-
Heskes, T.M.1
Kappen, B.2
-
34
-
-
0031270611
-
Growing radial basis neural networks: Merging supervised and unsupervised learning with network growth techniques
-
Karayiannis N.B., Mi G.W. Growing radial basis neural networks: merging supervised and unsupervised learning with network growth techniques. IEEE Transactions on Neural Networks. 8:1997;1492-1506.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, pp. 1492-1506
-
-
Karayiannis, N.B.1
Mi, G.W.2
-
35
-
-
0032690356
-
Reformulated radial basis neural networks trained by gradient descent
-
Karayiannis N.B. Reformulated radial basis neural networks trained by gradient descent. IEEE Transactions on Neural Networks. 10:1999;657-671.
-
(1999)
IEEE Transactions on Neural Networks
, vol.10
, pp. 657-671
-
-
Karayiannis, N.B.1
-
36
-
-
0020068152
-
Self-organized formation of topologically correct feature maps
-
Kohonen T. Self-organized formation of topologically correct feature maps. Biological Cybernetics. 43:1982;59-69.
-
(1982)
Biological Cybernetics
, vol.43
, pp. 59-69
-
-
Kohonen, T.1
-
37
-
-
0031194555
-
An incremental adaptive network for on-line supervised learning and probability estimation
-
Lim C.P., Harrison R.F. An incremental adaptive network for on-line supervised learning and probability estimation. Neural Networks. 10:1997;925-939.
-
(1997)
Neural Networks
, vol.10
, pp. 925-939
-
-
Lim, C.P.1
Harrison, R.F.2
-
38
-
-
0000742931
-
A 'neural gas' network learns topologies
-
Amsterdam: North Holland
-
Martinetz, T. M. & Schulten, K. J. (1991). A 'neural gas' network learns topologies. In Artificial neural networks (vol. I, pp. 397-402). Amsterdam: North Holland.
-
(1991)
In Artificial Neural Networks
, vol.1
, pp. 397-402
-
-
Martinetz, T.M.1
Schulten, K.J.2
-
41
-
-
0029340352
-
Why there are complementary learning systems in the hippocampus and neocortex: Insights from the success and failures of connectionist models of learning and memory
-
McClelland J., McNaughton B., O'Reilly R. Why there are complementary learning systems in the hippocampus and neocortex: insights from the success and failures of connectionist models of learning and memory. Psychological Review. 102:1995;419-457.
-
(1995)
Psychological Review
, vol.102
, pp. 419-457
-
-
McClelland, J.1
McNaughton, B.2
O'Reilly, R.3
-
42
-
-
77957064197
-
Catastrophic interference in connectionist networks: The sequential learning problem
-
Bower G.H. New York: Academic Press
-
McCloskey M., Cohen N. Catastrophic interference in connectionist networks: the sequential learning problem. Bower G.H. The psychology of learning and motivation. vol. 24:1989;109-164 Academic Press, New York.
-
(1989)
The Psychology of Learning and Motivation
, vol.24
, pp. 109-164
-
-
McCloskey, M.1
Cohen, N.2
-
44
-
-
84898987101
-
Adaptive on-line learning in changing environments
-
Cambridge, MA: MIT Press
-
Murata, N., Müller, K.-R., Ziehe, A. & Amari, S. (1997). Adaptive on-line learning in changing environments. In Proceedings of the Conference on Neural Information Processing Systems (NIPS 9) (pp.599-604). Cambridge, MA: MIT Press.
-
(1997)
In Proceedings of the Conference on Neural Information Processing Systems (NIPS 9)
, pp. 599-604
-
-
Murata, N.1
Müller, K.-R.2
Ziehe, A.3
Amari, S.4
-
45
-
-
0029777583
-
On-line training of recurrent neural networks with continuous topology adaptation
-
Obradovic D. On-line training of recurrent neural networks with continuous topology adaptation. IEEE Transactions on Neural Networks. 7:1996;222-228.
-
(1996)
IEEE Transactions on Neural Networks
, vol.7
, pp. 222-228
-
-
Obradovic, D.1
-
46
-
-
0001002401
-
Universal approximation using radial-basis-function networks
-
Park J., Sandberg I.W. Universal approximation using radial-basis-function networks. Neural Computation. 5:1993;305-316.
-
(1993)
Neural Computation
, vol.5
, pp. 305-316
-
-
Park, J.1
Sandberg, I.W.2
-
47
-
-
0001071040
-
A resource-allocating network for function interpolation
-
Platt J. A resource-allocating network for function interpolation. Neural Computation. 3:1991;213-225.
-
(1991)
Neural Computation
, vol.3
, pp. 213-225
-
-
Platt, J.1
-
48
-
-
0025056697
-
Regularization algorithms for learning that are equivalent to multilayer networks
-
Poggio T., Girosi F. Regularization algorithms for learning that are equivalent to multilayer networks. Science. 247:1990;978-982.
-
(1990)
Science
, vol.247
, pp. 978-982
-
-
Poggio, T.1
Girosi, F.2
-
49
-
-
0004042460
-
-
Technical Report 21/94, Fakultät für Informatik, Universität Karlsruhe, (anonymous FTP: on
-
Prechelt, L. (1994). PROBEN1 a set of neural network benchmark problems and benchmarking rules, Technical Report 21/94, Fakultät für Informatik, Universität Karlsruhe, (anonymous FTP: on ftp.ira.uka.de/pub/uni-karlsruhe/papers/techreports/1994/1994-21.ps.gz).
-
(1994)
PROBEN1 a Set of Neural Network Benchmark Problems and Benchmarking Rules
-
-
Prechelt, L.1
-
50
-
-
0025407225
-
Connectionist models of recognition memory: Constraints imposed by learning and forgetting functions
-
Ratcliff R. Connectionist models of recognition memory: constraints imposed by learning and forgetting functions. Psychological Review. 97:1990;285-308.
-
(1990)
Psychological Review
, vol.97
, pp. 285-308
-
-
Ratcliff, R.1
-
51
-
-
0000016172
-
A stochastic approximation model
-
Robbins H., Monro S. A stochastic approximation model. Annual Math. Stat. 22:1951;400-407.
-
(1951)
Annual Math. Stat.
, vol.22
, pp. 400-407
-
-
Robbins, H.1
Monro, S.2
-
52
-
-
0031276993
-
A neural-network learning theory and a polynomial time RBF algorithm
-
Roy A., Govil S., Miranda R. A neural-network learning theory and a polynomial time RBF algorithm. IEEE Transactions on Neural Networks. 8:1997;1301-1313.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, pp. 1301-1313
-
-
Roy, A.1
Govil, S.2
Miranda, R.3
-
54
-
-
0001101724
-
A dynamic neural network architecture by sequential partitioning of the input space
-
Shadafan R.S., Niranjan M. A dynamic neural network architecture by sequential partitioning of the input space. Neural Computation. 6:1994;1202-1223.
-
(1994)
Neural Computation
, vol.6
, pp. 1202-1223
-
-
Shadafan, R.S.1
Niranjan, M.2
-
56
-
-
0025206332
-
Probabilistic neural networks
-
Specht D.F. Probabilistic neural networks. Neural Networks. 3:1990;109-118.
-
(1990)
Neural Networks
, vol.3
, pp. 109-118
-
-
Specht, D.F.1
-
57
-
-
0028208116
-
Evolving space-filling curves to distribute radial basis functions over an input space
-
Whitehead B.A., Choate T.D. Evolving space-filling curves to distribute radial basis functions over an input space. IEEE Transactions on Neural Networks. 5:1994;15-23.
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, pp. 15-23
-
-
Whitehead, B.A.1
Choate, T.D.2
-
58
-
-
0032022388
-
Performance evaluation of a sequential minimal Radial Basis Function (RBF) neural network learning algorithm
-
Yingwei L., Sundararajan N., Saratchandran P. Performance evaluation of a sequential minimal Radial Basis Function (RBF) neural network learning algorithm. IEEE Transactions on Neural Networks. 9:1998;308-318.
-
(1998)
IEEE Transactions on Neural Networks
, vol.9
, pp. 308-318
-
-
Yingwei, L.1
Sundararajan, N.2
Saratchandran, P.3
|