BOOK
De Ipuraningu to Butsuri Gaku Genri Ga Wakaru, Oyo Ga Dekiru
Tanaka Akira Kotoba / Cho Tomiya Akio / Cho Hashimoto Miyuki Shi / Cho
3200yen
(3520yen Tax incl. in Japan)
| Points You Earn | 1% (32p) |
|---|---|
| Release Date | June 2019 |
| Availability | In Stock at Supplier:Usually ships in 2-4 days |
Product Details
| Catalog No. | NEOBK-2375719 |
|---|---|
| JAN/ISBN | 9784065162620 |
| Product Type | BOOK |
| Label/Distributor | Kodansha |
| Pages | 286 |
|---|
Books are basically written in Japanese except for bilingual books or ones indicated as not written only in Japanese.
Translate Description
*As it is a machine translation, the result may not provide an accurate description. Please use it only as a reference. *Not available within the China mainland region.
Description in Japanese
ディープラーニングと物理学 原理がわかる、応用ができる / 田中章詞/著 富谷昭夫/著 橋本幸士/著
物理学者ならではの視点で原理から応用までを説く、空前の入門書。物理は機械学習に役立つ!機械学習は物理に役立つ!
Related Offer & Feature
Tracklisting
| 1 |
はじめに:機械学習と物理学
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| 2 |
第1部 物理から見るディープラーニングの原理(機械学習の一般論
|
| 3 |
ニューラルネットワークの基礎
|
| 4 |
発展的なニューラルネットワーク
|
| 5 |
サンプリングの必要性と原理
|
| 6 |
教師なし深層学習)
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| 7 |
第2部 物理学への応用と展開(物理学における逆問題
|
| 8 |
相転移をディープラーニングで見いだせるか
|
| 9 |
力学系とニューラルネットワーク
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| 10 |
スピングラスとニューラルネットワーク
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| 11 |
量子多体系、テンソルネットワークとニューラルネットワーク
|
| 12 |
超弦理論への応用
|
| 13 |
おわりに)
|
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