On the construction of artificial brains:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2010
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | VIII, 359 S. Ill., graph. Darst 25 cm |
| ISBN: | 9783642001888 |
Internformat
MARC
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| 245 | 1 | 0 | |a On the construction of artificial brains |c Ulrich Ramacher (eds.) |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2010 | |
| 300 | |a VIII, 359 S. |b Ill., graph. Darst |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
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Datensatz im Suchindex
| _version_ | 1804143072326451200 |
|---|---|
| adam_text | CONTENTS PROLOGUE 1 0.1 MAIN RESULTS 2 0.2 PREHISTORY OF OUR PROJECT 6
0.3 ACKNOWLEDGEMENT 7 THE DIFFICULTY OF MODELLING ARTIFICIAL BRAINS 11
1.1 MCCULLOGH-PITTS MODEL 12 1.2 LEARNING NETS 12 1.3 SPIKING NEURONS 14
1.4 ARCHITECTURE OF VISION 15 1.5 THE STEPS OF THE CONSTRUCTION PROCESS
17 1.6 SUMMARY 18 INFORMATION PROCESSING IN NETS WITH CONSTANT SYNAPSES
... 21 2.1 GENERIC SIGNAL EQUATIONS FOR PULSE NEURONS AND SYNAPSES ....
22 2.2 PARTITIONS AND THEIR TIME DEVELOPMENT 23 2.3 EXPERIMENTS WITH
CONSTANT SYNAPSES 25 2.4 ENTROPY AND TRANSFER FUNCTION OF A NET 31 2.5
OPERATING RANGE OF A NET 33 2.6 PULSE RATES 33 2.7 RESOLUTION AND NET
SIZE 36 2.8 APPLICATION POTENTIAL 40 2.9 LIMITED SIMULATION TIME 44 2.10
SUMMARY 44 THEORY OF NETS WITH CONSTANT OR DYNAMIC SYNAPSES 47 3.1
DERIVATION OF THE SIGNAL ENERGY 47 3.2 TEMPORAL MEAN AND SPATIAL MEAN 51
3.3 DETERMINATION OF THE FREQUENCY DISTRIBUTION 53 3.4 SUMMARY 58
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/996813187 DIGITALISIERT
DURCH VI CONTENTS 4 MACRO-DYNAMICS OF NETS WITH CONSTANT SYNAPSES 59 4.1
KNOWN SYNAPSES 59 4.2 KNOWN DISTRIBUTION OF SYNAPSES 63 4.3 AGREEMENT OF
THEORY WITH EXPERIMENT 66 4.4 LACK OF CORRELATION 79 4.5 DETERMINING THE
SIGNAL ENERGY AND ENTROPY BY PULSE RATES .. 79 4.6 SUMMARY 81 5
INFORMATION PROCESSING WITH DYNAMIC SYNAPSES 83 5.1 THE TYPES OF
SOLUTIONS OF SYNAPTIC EQUATIONS 84 5.2 SYNCHRONISATION OF NEURONS 85 5.3
SEGMENTATION PER SYNCHRONISATION 91 5.4 CALCULATION OF PULSE DIFFERENCES
AND SUMS 93 5.5 SIMPLE APPLICATIONS 96 5.6 TIME CODING AND CORRELATION
100 5.7 ENTROPY AND STATE SPACE 101 5.8 PRELIMINARY CONSIDERATIONS ON
THE STATISTICS OF SYNCHRONISATION 103 5.9 SUMMARY 103 6 NETS FOR FEATURE
DETECTION 105 6.1 OVERVIEW OF VISUAL SYSTEM 107 6.2 SIMPLE CELLS 108 6.3
CREATION OF DETECTOR PROFILES FOR GABOR WAVELETS ILL 6.4 EXPERIMENTAL
CHECK 115 6.5 SUMMARY 117 7 NETS FOR FEATURE RECOGNITION 119 7.1
PRINCIPLES OF OBJECT RECOGNITION 121 7.2 NET ARCHITECTURE FOR ROBUST
FEATURE RECOGNITION 123 7.3 FEATURE RECOGNISER 126 7.4 SELECTIVITY 128
7.5 ORTHOGONALITY OF ROTATION 131 7.6 INVARIANCE OF FUNCTION AS TO
BRIGHTNESS 132 7.7 INVARIANCE OF FUNCTION AS TO FORM AND MIMIC 132 7.
CONTENTS VII 10 LOOK-OUT 173 10.1 DATA FORMAT OF THE BRAIN 173 10.2
SELF-ORGANISATION 174 10.3 LEARNING 176 10.4 INVARIANT OBJECT
RECOGNITION 177 10.5 STRUCTURED MEMORY DOMAINS 179 10.6 SUMMARY 181 11
PRELIMINARY CONSIDERATIONS ON THE MICROELECTRONIC IMPLEMENTATION 183
11.1 EQUIVALENT REPRESENTATIONS 183 11.2 MICROELECTRONIC IMPLEMENTATIONS
184 11.3 MODELS OF NEURONS AND SYNAPSES 186 12 ELEMENTARY CIRCUITS FOR
NEURONS, SYNAPSES, AND PHOTOSENSORS 195 12.1 NEURON 195 12.2 ADAPTIVE
SYNAPSES 205 12.3 PHOTOSENSORS 210 12.4 DA-CONVERTERS AND ANALOGUE IMAGE
STORAGE 230 12.5 SUMMARY 231 13 SIMULATION OF MICROELECTRONIC NEURAL
CIRCUITS AND SYSTEMS 233 13.1 MODELLING OF NEURONS AND SYNAPSES 234 13.2
RESULTS OF MODELLING 235 13.3 NOTES ON THE SIMULATION PROCEDURE 237 13.4
SUMMARY 246 14 ARCHITECTURE AND CHIP DESIGN OF THE FEATURE RECOGNIZER ..
247 14.1 CHIP ARCHITECTURE OF THE FEATURE RECOGNISER 248 14.2 INTERFACES
FOR TEST AND READOUT 249 14.3 CHIP DESIGN AND LAYOUT 252 14.4
DEMONSTRATOR AND MEASUREMENT RESULTS 252 14.5 SUMMARY 254 15
ARCHITECTURE AND CHIP DESIGN OF THE FEATURE DETECTOR 255 15.1 DIGITAL
REPRESENTATION OF THE FEATURE DETECTION 255 15. VIII CONTENTS 17
ARCHITECTURE OF FIRST GENERATION VISION CUBE 299 17.1 IMAGER CHIP 299
17.2 AER CHIP 300 17.3 SIZE OF THE NPU ARRAY AND MEMORY REQUIREMENTS 304
17.4 CHIP FOR FEATURE DETECTION 310 17.5 CHIP FOR THE FEATURE RECOGNISER
312 17.6 SUMMARY 321 18 END 325 19 APPENDIX 327 19.1 SIMULATOR FOR
CHAPTERS 3, 4 327 19.2 AXON MODEL BY HODGKIN AND HUXLEY 334 19.3 BASIC
TRANSISTOR CIRCUITS 338 19.4 OPTICAL GENERATION 344 REFERENCES 347 INDEX
355
|
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV036506436 |
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| dewey-full | 006.37 006.32 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.37 006.32 |
| dewey-search | 006.37 006.32 |
| dewey-sort | 16.37 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T22:41:51Z |
| institution | BVB |
| isbn | 9783642001888 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020428746 |
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| physical | VIII, 359 S. Ill., graph. Darst 25 cm |
| publishDate | 2010 |
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| publisher | Springer |
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| spelling | On the construction of artificial brains Ulrich Ramacher (eds.) Berlin [u.a.] Springer 2010 VIII, 359 S. Ill., graph. Darst 25 cm txt rdacontent n rdamedia nc rdacarrier Literaturangaben Visuelles System swd Synapse swd Informationsverarbeitung swd Objekterkennung swd Merkmalsextraktion swd Neuronales Feld swd Visuelles System (DE-588)4134101-6 gnd rswk-swf Merkmalsextraktion (DE-588)4314440-8 gnd rswk-swf Objekterkennung (DE-588)4314334-9 gnd rswk-swf Neuronales Feld (DE-588)4642065-4 gnd rswk-swf Informationsverarbeitung (DE-588)4161678-9 gnd rswk-swf Synapse (DE-588)4184224-8 gnd rswk-swf Visuelles System (DE-588)4134101-6 s Synapse (DE-588)4184224-8 s Informationsverarbeitung (DE-588)4161678-9 s Objekterkennung (DE-588)4314334-9 s DE-604 Merkmalsextraktion (DE-588)4314440-8 s Neuronales Feld (DE-588)4642065-4 s Ramacher, Ulrich Sonstige oth DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020428746&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | On the construction of artificial brains Visuelles System swd Synapse swd Informationsverarbeitung swd Objekterkennung swd Merkmalsextraktion swd Neuronales Feld swd Visuelles System (DE-588)4134101-6 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Objekterkennung (DE-588)4314334-9 gnd Neuronales Feld (DE-588)4642065-4 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Synapse (DE-588)4184224-8 gnd |
| subject_GND | (DE-588)4134101-6 (DE-588)4314440-8 (DE-588)4314334-9 (DE-588)4642065-4 (DE-588)4161678-9 (DE-588)4184224-8 |
| title | On the construction of artificial brains |
| title_auth | On the construction of artificial brains |
| title_exact_search | On the construction of artificial brains |
| title_full | On the construction of artificial brains Ulrich Ramacher (eds.) |
| title_fullStr | On the construction of artificial brains Ulrich Ramacher (eds.) |
| title_full_unstemmed | On the construction of artificial brains Ulrich Ramacher (eds.) |
| title_short | On the construction of artificial brains |
| title_sort | on the construction of artificial brains |
| topic | Visuelles System swd Synapse swd Informationsverarbeitung swd Objekterkennung swd Merkmalsextraktion swd Neuronales Feld swd Visuelles System (DE-588)4134101-6 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Objekterkennung (DE-588)4314334-9 gnd Neuronales Feld (DE-588)4642065-4 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Synapse (DE-588)4184224-8 gnd |
| topic_facet | Visuelles System Synapse Informationsverarbeitung Objekterkennung Merkmalsextraktion Neuronales Feld |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020428746&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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