Supervised Learning With Complex-valued Neural Networks

This book introduces artificial neural networks to students and professionals. It covers the theory and applications in statistical learning methods with concrete Python code examples.

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research.

Count to ten and race to launch your rocket first with this interactive learning game from Scholastic Early Learners! An innovative, math-focused learning game complete with QR-code guidance. Provides

With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include statistical machine learning and deep learning models, text classification and structured prediction models, generative and discriminative models, supervised and unsupervised learning with latent variables, neural networks, and transition-based methods. Rich connections are drawn between concepts throughout the book, equipping students with the tools needed to establish a deep understanding of NLP solutions, adapt existing models, and confidently develop innovative models of their own. Featuring a host of examples, intuition, and end of chapter exercises, plus sample code available as an onli

Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This introduction for researchers and graduate students is the first in-depth, comprehensive treatment of statistical and machine learning methods for neuroscience. The methods are demonstrated through case studies of real problems to empower readers to build their own solutions. The book covers a wide variety of methods, including supervised classification with non-probabilistic models (nearest-neighbors, classification trees, rule induction, artificial neural networks and support vector machines) and probabilistic models (discriminant analysis, logistic regression and Bayesian network classifiers), meta-classifiers, multi-dimensional classifiers and feature subset selection methods. Other parts of the book are devoted to association discovery with probabilistic graphical models (Bayesian networks and Markov networks) and spatial statistics with po

Learn and play with Dr. Seuss in this ultimate Preschool workbook, with over 300 curriculum-based activities ranging from letters, numbers, social emotional learning, to science!This multi-subject, cu

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

Explore the human body from head to toe with fun facts for ages 9 to 12 Human bodies come in many different shapes, sizes, and colors, but we're all put together the same way! The Fascinating Human Body Book for Kids shows kids how the body works with 500 anatomy facts that offer hours of fun and learning. This colorful book on the human body for kids is packed with weird and wonderful information about the five senses, the digestive system, and every organ. This book on the human body for kids is packed with facts like: Your brain generates more than 20 watts of energy--enough to power a light bulb. The record for a person having uninterrupted hiccups is 68 years. When you whisper, you are talking without using your vocal cords. Give kids a head start to learning with this exploration of the human body for kids.

Introducing My First Brain Quest for babies! These chunky board books introduce early learning concepts - like first words - with bright images, simple vocabulary, and signature Brain Quest Q&A fun.It

BANG! What is G-force? What is a sonic boom? Find out more about the science of fast cars and high speed.High Speed, a Level 4 Reader, is A2 in the CEFR framework and supports YLE Flyers exams. The longer text is made up of sentences with up to three clauses, more complex past and future tense structures, modal verbs and a wider variety of conjunctions.

Children can have fun learning up to their 12 times table with this colourful book and jigsaw set. Bright illustrations of planets, pirates and more provide an ideal way to count and visualise the cal

Chug along with a farmer and his tractor on this multi-season animal adventure! A busy farmer picks up fifteen animals along his route, but when his trailer hits a stone, chaos ensues. This colorful book combines simple counting instruction with humor, repetition and rhythm to encourage learning fun. Includes educational endnotes on the different machines farmers use and the crops they grow! A QR code on the book provides access to video animation and audio.

This innovative board book uses fingertrails with sliding discs to introduce young children to early learning concepts and the world around them. Young readers can look at the bold scenes, listen to t

From bestselling illustrator Zachariah OHora comes a new picture book series that focuses on relatable social/emotional learning topics.Sonny is having a great time in the park with his friends when h

An effective second grade workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activiti

An effective kindergarten workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activiti

An effective fifth grade workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activitie

An effective first grade workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activitie

An effective fourth grade workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activiti

An effective sixth grade workbook that provides daily social and emotional learning (SEL) activities to help students explore emotions, actions, relationships, and decision making. The daily activitie

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Learning while playing is the name of the game: Parents are forever looking for things to keep children entertained while on a road trip-whether it's a 10-minute ride to Grandma's house or a flight across the country They'll find the perfect solution in Twirl's Matching Game Books.- Four activities in one Slide the panels to find matching pairs; spot the creatures in the big picture; identify them by their characteristics; play hide-and seek with the matching pairs, or even come up with games of their own- An interactive game book that trains visual memory, increases attention to detail, and builds vocabulary too- Colorful and whimsical illustrations of a wide variety of bugs and little creaturesFans of Matching Game Book: Bugs will also enjoy the interactive learning in other books in the Matching Game Book series, including Animals, Zoom , and Colors.- Ideal for travelling and learning on the go- Books for 3-5 years old- Books for preschool and kindergarten learning

Have fun learning first words with The Very Hungry Caterpillar in this brightly coloured chunky board book. Explore familiar themes such as At Home, At the Park, At the Zoo and At the Picnic! Every spread is a colourful, engaging scene - spot The Very Hungry Caterpillar on every page and find hidden words and friendly characters under the multiple flaps.

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also inc

Magical friends Unicorn and Yeti love to help each other!Pick a Book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Unicorn has a gift for Yeti. Yeti does not have one to give to Unicorn. Yeti loves to crunch icicles. Unicorn wants to try crunching them, too! Yeti thinks the dark forest is pretty. Maybe Unicorn needs to see the forest from a different perspective? These sparkly, laugh-out-loud stories with full-color artwork and easy-to-read text throughout are perfect for new readers!

Magical friends Unicorn and Yeti love to help each other!Pick a Book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-

From Dav Pilkey, creator of the New York Times bestselling Dog Man and Captain Underpants series, comes Dragon, the heartwarming hero adored by Dav's youngest readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!

What’s the Time in London? Find out in this adorable clock book! With a real clock face for children to practise telling the time, this soft-learning book gently teaches children about the hours of th

A charming series filled with clever paper engineering techniques. These bright pictures move and change with the turn of every page, engaging young readers and bringing early learning concepts to lif

A charming series filled with clever paper engineering techniques. These bright pictures move and change with the turn of every page, engaging young readers and bringing early learning concepts to lif

A charming series filled with clever paper engineering techniques. These bright pictures move and change with the turn of every page, engaging young readers and bringing early learning concepts to lif