Brain Signals: Physics and Mathematics of MEG and EEG
A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts
The MIT Press
[2019]
|
| Schriftenreihe: | The MIT Press
|
| Schlagworte: | |
| Zusammenfassung: | A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization |
| Beschreibung: | x, 239 Seiten Illustrationen 229 mm |
| ISBN: | 9780262039826 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV045897739 | ||
| 003 | DE-604 | ||
| 005 | 20190710 | ||
| 007 | t | ||
| 008 | 190523s2019 a||| |||| 00||| eng d | ||
| 020 | |a 9780262039826 |9 978-0-262-03982-6 | ||
| 024 | 3 | |a 9780262039826 | |
| 035 | |a (OCoLC)1099188586 | ||
| 035 | |a (DE-599)BVBBV045897739 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-29T | ||
| 100 | 1 | |a Ilmoniemi, Risto J. |e Verfasser |0 (DE-588)1189754665 |4 aut | |
| 245 | 1 | 0 | |a Brain Signals |b Physics and Mathematics of MEG and EEG |c Risto J. Ilmoniemi and Jukka Sarvas |
| 264 | 1 | |a Cambridge, Massachusetts |b The MIT Press |c [2019] | |
| 300 | |a x, 239 Seiten |b Illustrationen |c 229 mm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a The MIT Press | |
| 520 | |a A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization | ||
| 650 | 4 | |a bicssc | |
| 650 | 4 | |a bisacsh | |
| 650 | 0 | 7 | |a Signalanalyse |0 (DE-588)4181260-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Elektroencephalographie |0 (DE-588)4014254-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Magnetoencephalographie |0 (DE-588)4254087-2 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Elektroencephalographie |0 (DE-588)4014254-1 |D s |
| 689 | 0 | 1 | |a Magnetoencephalographie |0 (DE-588)4254087-2 |D s |
| 689 | 0 | 2 | |a Signalanalyse |0 (DE-588)4181260-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Sarvas, Jukka |e Verfasser |0 (DE-588)1189755424 |4 aut | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-031280625 | ||
Datensatz im Suchindex
| _version_ | 1804180059050737664 |
|---|---|
| any_adam_object | |
| author | Ilmoniemi, Risto J. Sarvas, Jukka |
| author_GND | (DE-588)1189754665 (DE-588)1189755424 |
| author_facet | Ilmoniemi, Risto J. Sarvas, Jukka |
| author_role | aut aut |
| author_sort | Ilmoniemi, Risto J. |
| author_variant | r j i rj rji j s js |
| building | Verbundindex |
| bvnumber | BV045897739 |
| ctrlnum | (OCoLC)1099188586 (DE-599)BVBBV045897739 |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02844nam a2200409 c 4500</leader><controlfield tag="001">BV045897739</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20190710 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">190523s2019 a||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780262039826</subfield><subfield code="9">978-0-262-03982-6</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9780262039826</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1099188586</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV045897739</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-29T</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Ilmoniemi, Risto J.</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1189754665</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Brain Signals</subfield><subfield code="b">Physics and Mathematics of MEG and EEG</subfield><subfield code="c">Risto J. Ilmoniemi and Jukka Sarvas</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge, Massachusetts</subfield><subfield code="b">The MIT Press</subfield><subfield code="c">[2019]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">x, 239 Seiten</subfield><subfield code="b">Illustrationen</subfield><subfield code="c">229 mm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">The MIT Press</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">bicssc</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">bisacsh</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Signalanalyse</subfield><subfield code="0">(DE-588)4181260-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Elektroencephalographie</subfield><subfield code="0">(DE-588)4014254-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Magnetoencephalographie</subfield><subfield code="0">(DE-588)4254087-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Elektroencephalographie</subfield><subfield code="0">(DE-588)4014254-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Magnetoencephalographie</subfield><subfield code="0">(DE-588)4254087-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Signalanalyse</subfield><subfield code="0">(DE-588)4181260-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sarvas, Jukka</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1189755424</subfield><subfield code="4">aut</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-031280625</subfield></datafield></record></collection> |
| id | DE-604.BV045897739 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:29:44Z |
| institution | BVB |
| isbn | 9780262039826 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031280625 |
| oclc_num | 1099188586 |
| open_access_boolean | |
| owner | DE-29T |
| owner_facet | DE-29T |
| physical | x, 239 Seiten Illustrationen 229 mm |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | The MIT Press |
| record_format | marc |
| series2 | The MIT Press |
| spelling | Ilmoniemi, Risto J. Verfasser (DE-588)1189754665 aut Brain Signals Physics and Mathematics of MEG and EEG Risto J. Ilmoniemi and Jukka Sarvas Cambridge, Massachusetts The MIT Press [2019] x, 239 Seiten Illustrationen 229 mm txt rdacontent n rdamedia nc rdacarrier The MIT Press A unified treatment of the generation and analysis of brain-generated electromagnetic fields.In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization bicssc bisacsh Signalanalyse (DE-588)4181260-8 gnd rswk-swf Elektroencephalographie (DE-588)4014254-1 gnd rswk-swf Magnetoencephalographie (DE-588)4254087-2 gnd rswk-swf Elektroencephalographie (DE-588)4014254-1 s Magnetoencephalographie (DE-588)4254087-2 s Signalanalyse (DE-588)4181260-8 s DE-604 Sarvas, Jukka Verfasser (DE-588)1189755424 aut |
| spellingShingle | Ilmoniemi, Risto J. Sarvas, Jukka Brain Signals Physics and Mathematics of MEG and EEG bicssc bisacsh Signalanalyse (DE-588)4181260-8 gnd Elektroencephalographie (DE-588)4014254-1 gnd Magnetoencephalographie (DE-588)4254087-2 gnd |
| subject_GND | (DE-588)4181260-8 (DE-588)4014254-1 (DE-588)4254087-2 |
| title | Brain Signals Physics and Mathematics of MEG and EEG |
| title_auth | Brain Signals Physics and Mathematics of MEG and EEG |
| title_exact_search | Brain Signals Physics and Mathematics of MEG and EEG |
| title_full | Brain Signals Physics and Mathematics of MEG and EEG Risto J. Ilmoniemi and Jukka Sarvas |
| title_fullStr | Brain Signals Physics and Mathematics of MEG and EEG Risto J. Ilmoniemi and Jukka Sarvas |
| title_full_unstemmed | Brain Signals Physics and Mathematics of MEG and EEG Risto J. Ilmoniemi and Jukka Sarvas |
| title_short | Brain Signals |
| title_sort | brain signals physics and mathematics of meg and eeg |
| title_sub | Physics and Mathematics of MEG and EEG |
| topic | bicssc bisacsh Signalanalyse (DE-588)4181260-8 gnd Elektroencephalographie (DE-588)4014254-1 gnd Magnetoencephalographie (DE-588)4254087-2 gnd |
| topic_facet | bicssc bisacsh Signalanalyse Elektroencephalographie Magnetoencephalographie |
| work_keys_str_mv | AT ilmoniemiristoj brainsignalsphysicsandmathematicsofmegandeeg AT sarvasjukka brainsignalsphysicsandmathematicsofmegandeeg |