Supervised Learning With Complex-valued Neural Networks

"This book introduces Higher Order Neural Networks (HONNs) to computer scientists and computer engineers as an open box neural networks tool when compared to traditional artificial neural networks"--P

In this complete introduction to the theory of finding derivatives of scalar-, vector- and matrix-valued functions with respect to complex matrix variables, Hjørungnes describes an essential set of mathematical tools for solving research problems where unknown parameters are contained in complex-valued matrices. The first book examining complex-valued matrix derivatives from an engineering perspective, it uses numerous practical examples from signal processing and communications to demonstrate how these tools can be used to analyze and optimize the performance of engineering systems. Covering un-patterned and certain patterned matrices, this self-contained and easy-to-follow reference deals with applications in a range of areas including wireless communications, control theory, adaptive filtering, resource management and digital signal processing. Over 80 end-of-chapter exercises are provided, with a complete solutions manual available online.

This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning its dynamical behavior. New aspects of CNNs' applications are developed for modelling of some famou

Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume. In addition to looking at applications the book looks forward to exciting future prospects. A section on theory looks at approaches to validate and refine the results generated by artificial neural networks. The volume also recognizes that concerns exist about the use of 'black-box' systems as decision aids in medicine, and the final chapter considers the ethical and legal conundrums arising out of their use for diagnostic or treatment decisions. Taken together, this eclectic collection of chapters provides an exciting overview of harnessing the power of artificial neural networks in the investigation and treatment of disease.

This is the first book that discusses neural networks in the context of nonparametric regression and classification, within the Bayesian paradigm. It considers neural networks in a statistical context

Fully Tuned Radial Basis Function Neural Networks for Flight Control presents the use of the Radial Basis Function (RBF) neural networks for adaptive control of nonlinear systems with emphasis on flig

Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume. In addition to looking at applications the book looks forward to exciting future prospects. A section on theory looks at approaches to validate and refine the results generated by artificial neural networks. The volume also recognizes that concerns exist about the use of 'black-box' systems as decision aids in medicine, and the final chapter considers the ethical and legal conundrums arising out of their use for diagnostic or treatment decisions. Taken together, this eclectic collection of chapters provides an exciting overview of harnessing the power of artificial neural networks in the investigation and treatment of disease.

Elements of Artificial Neural Networks provides a clearly organized general introduction, focusing on a broad range of algorithms, for students and others who want to use neural networks rather than s

Neural networks usually work adequately on small problems but can run into trouble when they are scaled up to problems involving large amounts of input data. Circuit Complexity and Neural Networks add

These contributions converge on an intersection of three historically distinct areas of learning research: computational learning theory, neural networks, and symbolic machine learning. Bridging theor

Find out all about Susan B. Anthony, the American women's rights activist and social reformer, and the pivotal role she played in the women's suffrage movement in the United States.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about Susan B Anthony and her impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of Susan B. Anthony, exploring her background and key people in her life, her role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and make complex events accessible to children

Take your self-study English language learning a step further with the third book in the easy-to-use, visual learning series.English for Everyone Level 3 Intermediate Course Book introduces topics such as telling a story, describing new experiences, relationships, and problem solving. The step-by-step teaching methods are clear and engaging, making the English language easy to learn by yourself. Key language skills, grammar rules, and vocabulary are explained alongside colorful illustrations to help you put new language into context. Listening, speaking, reading, and writing exercises are set in bite-sized modules, allowing you to learn at your own pace.Free audio is available online to support your language learning, featuring native English speakers. The audio examples help you to build experience of spoken English and give you the chance to perfect your pronunciation.English for Everyone is aligned to the CEFR, the international standard for language learning, and ideal for preparat

Learn why it rains with the help of The Very Hungry Caterpillar!In this nonfiction story, young readers can discover what rain is and why it falls. The miracles of nature come to life in this early-learning series centered around weather, featuring simple text and Eric Carle's classic illustrations!

★美國總統國家與社會貢獻獎金獎得主★ 韓秀　傾情鉅獻 從一畫成名驚天下，到窮愁潦倒無人問 他是時代的孤勇者，更是西方藝術史的先行者 林布蘭（Rembrandt, 1606-1669）生於荷蘭萊登，以色彩鮮明的版畫與精湛的銅版蝕刻技術聞名於世，為巴洛克時期最具代表性的藝術家之一。早期善於以「明暗對照法」繪製栩栩如生的肖像，例如《杜爾普教授的解剖課》，他也因此畫一舉成為當時阿姆斯特丹最富有的人之一。 但好景不長，因為受妻兒接連過世的打擊，1640年之後，林布蘭的畫筆不再濃墨重彩，他的畫布變得灰暗，人物形象追求自然、更加忠於原貌──但這樣的轉變卻也讓他從此跌落畫壇。 荷蘭的風帆正在黃金時代的浪潮中駛向全世界，林布蘭的人生卻陷入了暗無星月的夜晚。因為不符合審美潮流，幾乎沒有人再肯委託他作畫，財務狀況每下愈況；到了人生的終章，林布蘭甚至必須割愛珍貴的異國收藏、不斷遷居，過世時幾乎可說是身無分文、窮愁潦倒…… ═════ 林布蘭畫布下的故事 ═════ ♦《夜巡》（The Night Watch） ──世界三大油畫之一，為何當年會被裁剪、焚毀、謾罵百年？ ♦《猶太新娘》（The Jewish Bride） ──讓梵谷為之瘋狂的詩意之作，訴說林布蘭一生最重要的女人 ♦《杜爾普教授的解剖課》（The Anatomy Lesson of Dr. Nicolaes Tulp） ──杜爾普教授是誰？一窺十七世紀荷蘭的醫學片段 ♦《克勞迪‧基維里斯密謀起義》（The Conspiracy of the Batavians under Claudius Civilis） ──只餘下草圖的偉大畫作，究竟是得罪了何人？ ♦《雅各與天使角鬥》（Jacob Wrestling with the Ange） ──無比經典的聖經故事，也是林布蘭一生心志的寫照…… 「我的身心為之一震，彷彿有一塊巧奪天工的色彩撲面而來。」 「當沉溺於心中的夢想時，他失去了一切，但同時，他也得到了一切。」 「終其一生他都生活在一個虛幻的世界中，這個世界有著無限的美麗和完滿，以至於世人只能聳聳肩，帶著惡意與嫉妒的嗤笑，不予理睬

A stunning gift board book with BIG flaps on every page! Toddlers and preschoolers will adore learning their letters as they search for objects and characters behind the shaped flaps, name what they can see, and begin learning the letter names and sounds of the alphabet.With a vibrant, clear design and illustrations from stationery and homeware designer Edward Underwood, this beautiful title is the perfect first words book for little ones. A brilliant tool for building vocabulary, exploring letters and sounds, stimulating speech, and securing the foundations of reading, this delightful book is really just full of flaps and FUN!

Spend a day at school with The Very Hungry Caterpillar!It's a busy day at school with The Very Hungry Caterpillar! From greeting the teacher to reading a book, get ready to celebrate learning in this tabbed board book with easy-to-flip tabs, easy-to-read text, and easy-to-love Eric Carle art.

Set the stage for your child to soar with these just-right books that teach the first 25 sight words! The books' real-world topics with predicable text are super-engaging to make mastering these must-know words easy and fun.Includes motivating stickers plus amini-activity book to ensure learning sticks!

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 2nd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 1st grade and build a preview of the upcoming 2nd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 1st grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in kindergarten and build a preview of the upcoming 1st grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 3rd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 2nd grade and build a preview of the upcoming 3rd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

Preschoolers are introduced to core science concepts with this playful format featuring 20 hands-on activities that use everyday household materials, including a vinegar volcano, a hula hoop count, and a kitchen sink or swim experiment. In this fourth book in the Busy Little Hands series, preschoolers get ready for a science adventure! Preschoolers wonder and explore with 20 hands-on experiments using everyday household objects and making daily activities such as snack time and play time into learning opportunities. Each play activity demonstrates a simple principle of physics, earth science, chemistry, or biology, including the Kitchen Sink or Float (demonstrating density), the Vinegar Volcano (pressure) and Blooming Colors (chromatography). Featuring bright, easy-to-follow photos specially designed for pre-readers, this book is packed with learning fun, plus it sets the groundwork for science success in kindergarten and beyond.

《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about the world.The set comes with bonus fun and interactive elements to reinforce your child's learning of Math concepts!

Well organized and highly readable, the National Kidney Foundation Primer on Kidney Diseases has offered clear, comprehensive coverage of adult and pediatric kidney diseases for more than 25 years. The thoroughly revised 8th Edition of this authoritative, practical reference covers every relevant topic in the field, making it an excellent resource for residency, fellowship, clinical practice, and board review. It brings you completely up to date with key topics in this fast-changing field, including ongoing clinical research and changing treatment protocols. This powerful learning tool and clinical reference is a joint publication of Elsevier and the National Kidney Foundation. Covers every relevant topic in nephrology-from anatomy, physiology, and pathophysiology to diagnosis and management of kidney disease, to fluid and electrolyte disorders, hypertension, dialysis, and renal transplantation. Presents complex material in a clear, easy-to-understand manner that is both accessible for

9786263072350 樹的透視書了解樹的不同部位怎麼分工合作、讓樹持續成長，並探索樹如何以各種方式協助人類與動物。樹太神奇了，快準備好翻開書吧！ 從樹頂到根尖，樹木裡面充滿了驚奇的小祕密！本書運用特殊的透明頁設計，一層一層剖析大樹生態系，帶領讀者認識身邊的樹木，看樹木隨著季節發生的變化，以及如何提供棲所給各種動物。9781474992145 Usborne Book and Jigsaw: Tree of Life (300片拼圖+16頁小書)A beautiful Tree of Life Jigsaw Puzzle accompanied by a 16pp book that explores the whole tree of life from microscopic bacteria to whole rainforest ecosystems, packed with information about how life works, what makes a living thing, and all sorts of the Earth’s amazing plants and animals.300片拼圖+16頁小書拼圖完成尺寸59*40公分

此套碼會以散裝單本出貨，包含以下書籍：9781645141662Social and Emotional Learning Activities, Grades Prek-K9781645141679Social and Emotional Learning Activities, Grades 1-29781645141686Social and Emotional Learning Activities, Grades 3-49781645141693Social and Emotional Learning Activities, Grades 5-6

Your child will fall in love with these rib-tickling titles focused on the fourth 25 sight words! This bright orange box includes 25 little books that each teach a must-know sight word via a playful， easy-to-read story. Characters include bunnies， bigfoot， hungry hippos， runaway cupcakes， and more to make learning extra enjoyable. Comes with a parent guide， mini-workbook， and motivating stickers. Books are correlate with Guided Reading Level D.

Set your child on the path to reading success with these whimsical titles focused on the second 25 sight words! This bright blue box contains 25 little books that each teach a must-know sight word via a playful， easy-to-read story. Characters include penguins， robots， ghosts， giants， silly dragons， and more to make learning extra enjoyable. Comes with a parent guide， mini-workbook， and motivating stickers. Books are correlate with Guided Reading Level B.

Priddy Learning: My First Let's Spell is a new learning format from Priddy Books including an alphabet flip-chart and a lift-the-flap board book. It is perfect for helping young children learn to reco

Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe

Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe

Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe

Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe

風靡全球的兒少／成人科普繪本物理學家也讚嘆，量子物理原來可以這樣理解！★獲獎紀錄豐富－2018年英國少年雜誌最佳兒童設計／圖書銀獎 (Silver for Best Designed/Illustrated Book for Children)－2018年英國圖書設計與製作獎 (British Book Design and Production Awards)－入圍2019美國科學促進會／速霸陸汽車公司頒發的科學圖書優等獎（中級科學圖書類）(the 2019 AAAS/Subaru SB&F Prize for Excellence in Science Books (Middle Grades Science Book category))－獲選為「速霸陸愛學習計畫」(Subaru Loves Learning Program) 教材圖書，被開發為免費教材在全美進行推廣－獲選第79梯次「好書大家讀」 優良少年兒童讀物★各國爭相出版西班牙文、英文、法文、義大利文、德文、簡體中文、韓文、俄文等多種語言版本陸續出版，深受各國讀者喜愛。★亞馬遜網路書店評價 4.7 顆星，盛讚如潮！「圖畫可愛有趣，文字清晰易讀，作為一名科學家，我發現了以前我不知道的事情。」──亞馬遜讀者 5 星評論「如果你想讓孩子變聰明，這本書是必須的！」──亞馬遜 5 星評論★當當網好評率100%，點讚數直逼2萬！「不要低估小學生的理解力，我家那位竟然看得津津有味，還說要去查查普朗克是如何攻克什麼的，總之把老母親哄得一愣一愣，這本書他非常喜歡。」──當當網 10 星評論「這本書每一頁都有愛因斯坦老師給孩子講一些物理知識，兒子卡住不懂的時候會問我，其實我有些知識也是跟他一起讀這本書理解的。」──當當網 10 星評論【本書簡介】我們周圍的一切，包含我們自己，都是由小於奈米的微小顆粒組成。量子物理學是這些粒子的科學，沒有它，我們的電子設備都不存在。量子粒子的特性和行為很奇妙，和我們日常生活中所見的物體完全不同。透過這本豐富的圖解指南，愛因斯坦博士將帶領我們從牛頓的古典物理開始，介紹到普朗克的量子、光的波粒二象性、物質和反物質、量子糾纏、薛丁格的貓……帶你進入神秘又有趣的量子世界。【本書特色】◎獨一無二！量子物理啟蒙繪本量子物理在大多數的成人眼裡好比外星語言，本書卻從兒童的視角出發，把艱澀的原理變得簡

Your home is the perfect place for learning, fun, and sibling bonding!The Happy Learning Book for Siblings features 50 hands-on activities you can conduct in the comfort of your home. They are divided

Lens on China: Intermediate and Advanced Readings on Film for Learning Chinese is an innovative textbook that uses film to teach Mandarin Chinese. It not only provides students with a non-traditional

An exciting new workbook series that blends traditional exercises with hands-on activities.Tinker, make, and engineer to learn through play! With TinkerActive Workbooks, learning leaps off the page an

The reusable write-on wipe-off pages and wipe-clean marker provide endless hours of learning fun with puzzles and activities that help build math skills and lifelong learning confidence.Identifying n

Help fourth grade students improve their spelling skills with fun and effective daily practice activities.180 Days of Spelling and Word Study:Focuses on 15 words each week with memorable and repetitive daily activitiesBuilds students confidence in spelling with independent learning activities focusing on spelling rules, patterns, and vocabularyMakes at-home learning, whole class instruction, or small group support, quick and easyIncludes standards-based activities, easy to follow instructions, and an answer key to quickly assess student understandingParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, or prevent learning loss over summer.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect for daily morning review or homework. The activities can also be used for intervention skill building to address learning gaps.

Learn about dinosaurs with Big Stickers for Little Hands Dinosaur Island. This early learning sticker activity book introduces children aged 3+ to roar-some dinos through simple activities, big stickers and card press-outs. This 16-page sticker book for kids is full of fun, early learning activities that are perfect for young animal lovers.Includes 2 sheets of big stickersWith 2 sheets of awesome card press-outs16 pages of simple, early learning activities

After a few early glitches in their relationship, Sammy and his 'bro-bot' E are now best friends. In fact, E is such a valued member of the family that the other electronic members of the House of Rob