Artificial neural networks and statistical pattern recognition: old and new connections
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Amsterdam u.a.
North-Holland
1991
|
| Series: | Machine intelligence and pattern recognition
11 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XIV, 271 S. Ill., graph. Darst. |
| ISBN: | 0444887407 0444887415 |
Staff View
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| 245 | 1 | 0 | |a Artificial neural networks and statistical pattern recognition |b old and new connections |c ed. by Ishwar K. Sethi ... |
| 264 | 1 | |a Amsterdam u.a. |b North-Holland |c 1991 | |
| 300 | |a XIV, 271 S. |b Ill., graph. Darst. | ||
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| 490 | 1 | |a Machine intelligence and pattern recognition |v 11 | |
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| 650 | 4 | |a Neural networks (Computer science) | |
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Record in the Search Index
| _version_ | 1804118951091765248 |
|---|---|
| adam_text | xiii
TABLE OF CONTENTS
Foreword v
Preface ix
ANN AND SPR RELATIONSHIP
Evaluation of a Class of Pattern Recognition Networks
L. Kanal 1
Links between Artificial Neural Networks (ANN) and Statistical
Pattern Recognition
P.J. Werbos 11
Small Sample Size Problems in Designing Artificial Neural Networks
§. Raudys and A.K. Jain 33
On Tree Structured Classifiers
S.B. Gelfand and E.J. Delp 51
Decision Tree Performance Enhancement Using an Artificial
Neural Network Implementation
I.K. Sethi 71
APPLICATIONS
Bayesian and Neural Network Pattern Recognition: A Theoretical
Connection and Empirical Results with Handwritten Characters
D. S. Lee, S.N. Srihari and R. Gaborski 89
Shape and Texture Recognition by a Neural Network
A. Khotanzad and J. H. Lu 109
Neural Networks for Textured Image Processing
J. Ghosh and A.C. Bovik 133
Markov Random Fields and Neural Networks with Applications to
Early Vision Problems
A. Rangarajan, R. Chellappa and B.S. Manjunath 155
Connectionist Models and their Application to Automatic Speech Recognition
Y. Bengio and R. De Mori 175
xiv
IMPLEMENTATION ASPECTS
Dynamic Associative Memories
M.H. Hassoun 195
Optical Associative Memories
B.V.K. Vijaya Kumar and P.K. Wong 219
Artificial Neural Nets in MOS Silicon
F.M.A. Salam, M. R. Choi and Y. Wang 243
Author Index 271
|
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| indexdate | 2024-07-09T16:18:27Z |
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| isbn | 0444887407 0444887415 |
| language | English |
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| physical | XIV, 271 S. Ill., graph. Darst. |
| publishDate | 1991 |
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| publisher | North-Holland |
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| series | Machine intelligence and pattern recognition |
| series2 | Machine intelligence and pattern recognition |
| spelling | Artificial neural networks and statistical pattern recognition old and new connections ed. by Ishwar K. Sethi ... Amsterdam u.a. North-Holland 1991 XIV, 271 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Machine intelligence and pattern recognition 11 Literaturangaben Inteligencia artificial larpcal Reconhecimento de padroes (engenharia eletrica) larpcal Neural networks (Computer science) Pattern recognition systems Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Mustererkennung (DE-588)4040936-3 s Neuronales Netz (DE-588)4226127-2 s DE-604 Sethi, Ishwar K. Sonstige oth Machine intelligence and pattern recognition 11 (DE-604)BV001897229 11 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002978630&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Artificial neural networks and statistical pattern recognition old and new connections Machine intelligence and pattern recognition Inteligencia artificial larpcal Reconhecimento de padroes (engenharia eletrica) larpcal Neural networks (Computer science) Pattern recognition systems Neuronales Netz (DE-588)4226127-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4040936-3 (DE-588)4143413-4 |
| title | Artificial neural networks and statistical pattern recognition old and new connections |
| title_auth | Artificial neural networks and statistical pattern recognition old and new connections |
| title_exact_search | Artificial neural networks and statistical pattern recognition old and new connections |
| title_full | Artificial neural networks and statistical pattern recognition old and new connections ed. by Ishwar K. Sethi ... |
| title_fullStr | Artificial neural networks and statistical pattern recognition old and new connections ed. by Ishwar K. Sethi ... |
| title_full_unstemmed | Artificial neural networks and statistical pattern recognition old and new connections ed. by Ishwar K. Sethi ... |
| title_short | Artificial neural networks and statistical pattern recognition |
| title_sort | artificial neural networks and statistical pattern recognition old and new connections |
| title_sub | old and new connections |
| topic | Inteligencia artificial larpcal Reconhecimento de padroes (engenharia eletrica) larpcal Neural networks (Computer science) Pattern recognition systems Neuronales Netz (DE-588)4226127-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Inteligencia artificial Reconhecimento de padroes (engenharia eletrica) Neural networks (Computer science) Pattern recognition systems Neuronales Netz Mustererkennung Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002978630&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV001897229 |
| work_keys_str_mv | AT sethiishwark artificialneuralnetworksandstatisticalpatternrecognitionoldandnewconnections |