000 03242nam a22005175i 4500
001 978-3-031-01621-9
003 DE-He213
005 20240730163640.0
007 cr nn 008mamaa
008 220601s2007 sz | s |||| 0|eng d
020 _a9783031016219
_9978-3-031-01621-9
024 7 _a10.1007/978-3-031-01621-9
_2doi
050 4 _aT1-995
072 7 _aTBC
_2bicssc
072 7 _aTEC000000
_2bisacsh
072 7 _aTBC
_2thema
082 0 4 _a620
_223
100 1 _aSanchez, Justin C.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_979721
245 1 0 _aBrain-Machine Interface Engineering
_h[electronic resource] /
_cby Justin C. Sanchez, José C. Príncipe.
250 _a1st ed. 2007.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2007.
300 _aX, 234 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Biomedical Engineering,
_x1930-0336
505 0 _aContents: Introduction to Neural Interfaces -- Foundations of Neuronal Representations -- Input-Outpur BMI Models -- Regularization Techniques for BMI Models -- Neural Decoding Using Generative BMI Models -- Adaptive Algorithms for Point Processes -- BMI Systems.
520 _aNeural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs. Contents: Introduction to Neural Interfaces / Foundations of Neuronal Representations / Input-Outpur BMI Models / Regularization Techniques for BMI Models / Neural Decoding Using GenerativeBMI Models / Adaptive Algorithms for Point Processes / BMI Systems.
650 0 _aEngineering.
_99405
650 0 _aBiophysics.
_94093
650 0 _aBiomedical engineering.
_93292
650 1 4 _aTechnology and Engineering.
_979722
650 2 4 _aBiophysics.
_94093
650 2 4 _aBiomedical Engineering and Bioengineering.
_931842
700 1 _aPríncipe, José C.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_979723
710 2 _aSpringerLink (Online service)
_979724
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031004933
776 0 8 _iPrinted edition:
_z9783031027499
830 0 _aSynthesis Lectures on Biomedical Engineering,
_x1930-0336
_979725
856 4 0 _uhttps://doi.org/10.1007/978-3-031-01621-9
912 _aZDB-2-SXSC
942 _cEBK
999 _c84834
_d84834