New directions in statistical signal processing : (Record no. 72934)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03720nam a2200637 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 6267276 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220712204617.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151223s2006 maua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780262256315 |
| -- | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 612.8/2 |
| 245 00 - TITLE STATEMENT | |
| Title | New directions in statistical signal processing : |
| Sub Title | from systems to brain / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 PDF (vi, 514 pages) : |
| 490 1# - SERIES STATEMENT | |
| Series statement | Neural information processing series |
| 500 ## - GENERAL NOTE | |
| Remark 1 | "Multi-User" |
| 500 ## - GENERAL NOTE | |
| Remark 1 | Academic Complete Subscription 2011-2012 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now shows that each has much to teach the other, as we see highly sophisticated kinds of signal processing and elaborate hierachical levels of neural computation performed side by side in the brain. In New Directions in Statistical Signal Processing, leading researchers from both signal processing and neural computation present new work that aims to promote interaction between the two disciplines.The book's 14 chapters, almost evenly divided between signal processing and neural computation, begin with the brain and move on to communication, signal processing, and learning systems. They examine such topics as how computational models help us understand the brain's information processing, how an intelligent machine could solve the "cocktail party problem" with "active audition" in a noisy environment, graphical and network structure modeling approaches, uncertainty in network communications, the geometric approach to blind signal processing, game-theoretic learning algorithms, and observable operator models (OOMs) as an alternative to hidden Markov models (HMMs). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Statistical methods. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Haykin, Simon S., |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267276 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cambridge, Massachusetts : |
| -- | MIT Press, |
| -- | c2007. |
| 264 #2 - | |
| -- | [Piscataqay, New Jersey] : |
| -- | IEEE Xplore, |
| -- | [2006] |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 337 ## - | |
| -- | electronic |
| -- | isbdmedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 588 ## - | |
| -- | Description based on PDF viewed 12/23/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Neural networks (Neurobiology) |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Signal processing |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Neural computers. |
| 650 12 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Neural Networks (Computer) |
| 650 22 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Algorithms. |
| 650 22 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Nerve Net. |
| 650 22 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Statistics as Topic. |
No items available.