語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Systems, patterns and data engineeri...
~
Xambo-Descamps, Sebastia.
FindBook
Google Book
Amazon
博客來
Systems, patterns and data engineering with geometric calculi
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Systems, patterns and data engineering with geometric calculi/ edited by Sebastia Xambo-Descamps.
其他作者:
Xambo-Descamps, Sebastia.
出版者:
Cham :Springer International Publishing : : 2021.,
面頁冊數:
ix, 179 p. :ill. (some col.), digital ;24 cm.
內容註:
1 I. Zaplana, New Perspectives on Robotics with Geometric Calculus -- 2 C. Lavor and R. Alves, Recent advances on oriented conformal geometric algebra applied to molecular distance geometry -- 3 S. Franchini and S. Vitabile, Geometric Calculus Applications to Medical Imaging: Status and Perspectives -- 4 L. Dorst, Optimal Combination of Orientation Measurements Under Angle, Axis and Chord Metrics -- 5 P. Colapinto, Space-Bending Lattices through Conformal Transformation of Principal Contact Elements -- 6 L. A. F. Fernandes, Exploring Lazy Evaluation and Compile-Time Simplifications for Efficient Geometric Algebra Computations -- 7 E. U. Moya-Sanchez et al., A Quaternion Deterministic Monogenic CNN Layer for Contrast Invariance -- 8 S. Xambo-Descamps et al., Geometric Calculi and Automatic Learning: An Overview.
Contained By:
Springer Nature eBook
標題:
Engineering mathematics. -
電子資源:
https://doi.org/10.1007/978-3-030-74486-1
ISBN:
9783030744861
Systems, patterns and data engineering with geometric calculi
Systems, patterns and data engineering with geometric calculi
[electronic resource] /edited by Sebastia Xambo-Descamps. - Cham :Springer International Publishing :2021. - ix, 179 p. :ill. (some col.), digital ;24 cm. - SEMA SIMAI Springer series. ICIAM 2019 SEMA SIMAI Springer series ;v.13. - SEMA SIMAI Springer series.ICIAM 2019 SEMA SIMAI Springer series ;v.13..
1 I. Zaplana, New Perspectives on Robotics with Geometric Calculus -- 2 C. Lavor and R. Alves, Recent advances on oriented conformal geometric algebra applied to molecular distance geometry -- 3 S. Franchini and S. Vitabile, Geometric Calculus Applications to Medical Imaging: Status and Perspectives -- 4 L. Dorst, Optimal Combination of Orientation Measurements Under Angle, Axis and Chord Metrics -- 5 P. Colapinto, Space-Bending Lattices through Conformal Transformation of Principal Contact Elements -- 6 L. A. F. Fernandes, Exploring Lazy Evaluation and Compile-Time Simplifications for Efficient Geometric Algebra Computations -- 7 E. U. Moya-Sanchez et al., A Quaternion Deterministic Monogenic CNN Layer for Contrast Invariance -- 8 S. Xambo-Descamps et al., Geometric Calculi and Automatic Learning: An Overview.
The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning. The first three contributions, which correspond to lectures at the MS, offer perspectives on recent advances in the application GC in the areas of robotics, molecular geometry, and medical imaging. The next three, especially invited, hone the expressiveness of GC in orientation measurements under different metrics, the treatment of contact elements, and the investigation of efficient computational methodologies. The last two, which also correspond to lectures at the MS, deal with two aspects of deep learning: a presentation of a concrete quaternionic convolutional neural network layer for image classification that features contrast invariance and a general overview of automatic learning aimed at steering the development of neural networks whose units process elements of a suitable algebra, such as a geometric algebra. The book fits, broadly speaking, within the realm of mathematical engineering, and consequently, it is intended for a wide spectrum of research profiles. In particular, it should bring inspiration and guidance to those looking for materials and problems that bridge GC with applications of great current interest, including the auspicious field of GC-based deep neural networks.
ISBN: 9783030744861
Standard No.: 10.1007/978-3-030-74486-1doiSubjects--Topical Terms:
516847
Engineering mathematics.
LC Class. No.: TA331 / .S97 2021
Dewey Class. No.: 620.00151
Systems, patterns and data engineering with geometric calculi
LDR
:03463nmm a2200337 a 4500
001
2242305
003
DE-He213
005
20210716094823.0
006
m d
007
cr nn 008maaau
008
211207s2021 sz s 0 eng d
020
$a
9783030744861
$q
(electronic bk.)
020
$a
9783030744854
$q
(paper)
024
7
$a
10.1007/978-3-030-74486-1
$2
doi
035
$a
978-3-030-74486-1
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TA331
$b
.S97 2021
072
7
$a
PBW
$2
bicssc
072
7
$a
MAT003000
$2
bisacsh
072
7
$a
PBW
$2
thema
082
0 4
$a
620.00151
$2
23
090
$a
TA331
$b
.S995 2021
245
0 0
$a
Systems, patterns and data engineering with geometric calculi
$h
[electronic resource] /
$c
edited by Sebastia Xambo-Descamps.
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2021.
300
$a
ix, 179 p. :
$b
ill. (some col.), digital ;
$c
24 cm.
490
1
$a
SEMA SIMAI Springer series. ICIAM 2019 SEMA SIMAI Springer series ;
$v
v.13
505
0
$a
1 I. Zaplana, New Perspectives on Robotics with Geometric Calculus -- 2 C. Lavor and R. Alves, Recent advances on oriented conformal geometric algebra applied to molecular distance geometry -- 3 S. Franchini and S. Vitabile, Geometric Calculus Applications to Medical Imaging: Status and Perspectives -- 4 L. Dorst, Optimal Combination of Orientation Measurements Under Angle, Axis and Chord Metrics -- 5 P. Colapinto, Space-Bending Lattices through Conformal Transformation of Principal Contact Elements -- 6 L. A. F. Fernandes, Exploring Lazy Evaluation and Compile-Time Simplifications for Efficient Geometric Algebra Computations -- 7 E. U. Moya-Sanchez et al., A Quaternion Deterministic Monogenic CNN Layer for Contrast Invariance -- 8 S. Xambo-Descamps et al., Geometric Calculi and Automatic Learning: An Overview.
520
$a
The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning. The first three contributions, which correspond to lectures at the MS, offer perspectives on recent advances in the application GC in the areas of robotics, molecular geometry, and medical imaging. The next three, especially invited, hone the expressiveness of GC in orientation measurements under different metrics, the treatment of contact elements, and the investigation of efficient computational methodologies. The last two, which also correspond to lectures at the MS, deal with two aspects of deep learning: a presentation of a concrete quaternionic convolutional neural network layer for image classification that features contrast invariance and a general overview of automatic learning aimed at steering the development of neural networks whose units process elements of a suitable algebra, such as a geometric algebra. The book fits, broadly speaking, within the realm of mathematical engineering, and consequently, it is intended for a wide spectrum of research profiles. In particular, it should bring inspiration and guidance to those looking for materials and problems that bridge GC with applications of great current interest, including the auspicious field of GC-based deep neural networks.
650
0
$a
Engineering mathematics.
$3
516847
650
0
$a
Geometry, Differential.
$3
523835
650
0
$a
Calculus.
$3
517463
650
1 4
$a
Applications of Mathematics.
$3
890893
650
2 4
$a
Mathematical Applications in Computer Science.
$3
1567978
650
2 4
$a
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
$3
1005896
650
2 4
$a
Math. Applications in Chemistry.
$3
890896
700
1
$a
Xambo-Descamps, Sebastia.
$3
3338892
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
830
0
$a
SEMA SIMAI Springer series.
$p
ICIAM 2019 SEMA SIMAI Springer series ;
$v
v.13.
$3
3501361
856
4 0
$u
https://doi.org/10.1007/978-3-030-74486-1
950
$a
Mathematics and Statistics (SpringerNature-11649)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9403360
電子資源
11.線上閱覽_V
電子書
EB TA331 .S97 2021
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入