| LDR | | 00000nmm u2200205 4500 |
| 001 | | 000000331028 |
| 005 | | 20241107165408 |
| 008 | | 181129s2018 ||| | | | eng d |
| 020 | |
▼a 9780438118256 |
| 035 | |
▼a (MiAaPQ)AAI10831343 |
| 035 | |
▼a (MiAaPQ)arizona:16444 |
| 040 | |
▼a MiAaPQ
▼c MiAaPQ
▼d 248032 |
| 049 | 1 |
▼f DP |
| 082 | 0 |
▼a 519 |
| 100 | 1 |
▼a Greene, Patrick. |
| 245 | 12 |
▼a A Bayesian Approach to Spike Sorting of Neural Data via Source Localization. |
| 260 | |
▼a [S.l.] :
▼b The University of Arizona.,
▼c 2018 |
| 260 | 1 |
▼a Ann Arbor :
▼b ProQuest Dissertations & Theses,
▼c 2018 |
| 300 | |
▼a 117 p. |
| 500 | |
▼a Source: Dissertation Abstracts International, Volume: 79-11(E), Section: B. |
| 500 | |
▼a Adviser: Kevin K. Lin. |
| 502 | 1 |
▼a Thesis (Ph.D.)--The University of Arizona, 2018. |
| 520 | |
▼a This dissertation describes a novel mathematical algorithm for extracting spike data and positional information from extracellular electrophysiological neural recordings. By capturing the electrical signals emitted by individual neurons using a |
| 520 | |
▼a This dissertation consists of three main components. The primary component is the spike sorting algorithm itself, whose overall mathematical framework is described in chapters 3 and 4. There are two key ideas. The first is the usage of a dipole- |
| 520 | |
▼a The second component of this dissertation is a relatively realistic model of the extracellular signal generation and recording process (the "forward model") which we describe in chapter 2. We construct this model in order to better understand th |
| 520 | |
▼a The final component of this dissertation is an investigation into the effect of probe geometry and the dipole prior distribution on how well we can estimate neuron positions. This makes extensive use of the forward model described above, and is |
| 590 | |
▼a School code: 0009. |
| 650 | 4 |
▼a Applied mathematics. |
| 650 | 4 |
▼a Neurosciences. |
| 650 | 4 |
▼a Statistics. |
| 690 | |
▼a 0364 |
| 690 | |
▼a 0317 |
| 690 | |
▼a 0463 |
| 710 | 20 |
▼a The University of Arizona.
▼b Applied Mathematics. |
| 773 | 0 |
▼t Dissertation Abstracts International
▼g 79-11B(E). |
| 773 | |
▼t Dissertation Abstract International |
| 790 | |
▼a 0009 |
| 791 | |
▼a Ph.D. |
| 792 | |
▼a 2018 |
| 793 | |
▼a English |
| 856 | 40 |
▼u http://www.riss.kr/pdu/ddodLink.do?id=T14999508
▼n KERIS |
| 980 | |
▼a 201812
▼f 2019 |
| 990 | |
▼a 관리자
▼b 관리자 |