000 03058nam a22005175i 4500
001 978-81-322-2074-9
003 DE-He213
005 20200420220226.0
007 cr nn 008mamaa
008 141105s2015 ii | s |||| 0|eng d
020 _a9788132220749
_9978-81-322-2074-9
024 7 _a10.1007/978-81-322-2074-9
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aTripathi, Bipin Kumar.
_eauthor.
245 1 0 _aHigh Dimensional Neurocomputing
_h[electronic resource] :
_bGrowth, Appraisal and Applications /
_cby Bipin Kumar Tripathi.
264 1 _aNew Delhi :
_bSpringer India :
_bImprint: Springer,
_c2015.
300 _aXIX, 165 p. 49 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v571
505 0 _aNeuro-Computing with High Dimensional Parameters -- Neuro-Computing in Complex Domain -- Higher Order Computational Model of Novel Neurons -- Neuro-Computing in Space -- High Dimensional Mapping -- Machine Recognition for Biometric Application in Complex Domain.
520 _aThe book presents a coherent understanding of computational intelligence from the perspective of what is known as "intelligent computing" with high-dimensional parameters. It critically discusses the central issue of high-dimensional neurocomputing, such as quantitative representation of signals, extending the dimensionality of neuron, supervised and unsupervised learning and design of higher order neurons. The strong point of the book is its clarity and ability of the underlying theory to unify our understanding of high-dimensional computing where conventional methods fail. The plenty of application oriented problems are presented for evaluating, monitoring and maintaining the stability of adaptive learning machine. Author has taken care to cover the breadth and depth of the subject, both in the qualitative as well as quantitative way. The book is intended to enlighten the scientific community, ranging from advanced undergraduates to engineers, scientists and seasoned researchers in computational intelligence.
650 0 _aEngineering.
650 0 _aPattern recognition.
650 0 _aBiometrics (Biology).
650 0 _aNeural networks (Computer science).
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aPattern Recognition.
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
650 2 4 _aBiometrics.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9788132220732
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v571
856 4 0 _uhttp://dx.doi.org/10.1007/978-81-322-2074-9
912 _aZDB-2-ENG
942 _cEBK
999 _c52212
_d52212