Introduction to Organoid Intelligence

Introduction to Organoid Intelligence

Lecture Notes on Computer Science

PorDaniel Szelogowski

Usualmente se imprime en 3 - 5 días hábiles
This text provides a comprehensive introduction to Organoid Intelligence (OI), an emerging and interdisciplinary field at the intersection of biology, computation, neuroscience, and engineering. These notes are intended to act as a course companion (which may be designed based on the following syllabus), not necessarily a standalone text for self-study unless the reader already has some familiarity with studying computational neuroscience and artificial intelligence. It is designed for advanced undergraduate and graduate students (e.g., a 500/600-level course) who are already familiar with linear algebra, programming, and AI concepts such as machine learning and deep learning. The text begins by establishing the necessary biological background, covering essential topics like cell biology, neurogenesis, computational neuroscience, and the development of brain organoids. From there, it explores how these biological foundations intersect with computational models to form the basis of OI. Through practical projects using the PyOrganoid Python library, students will learn to create and simulate Deep Organoid Learning models, applying theoretical concepts in a hands-on environment. Furthermore, the text is designed to prepare students for more advanced studies and experimental work in Organoid Intelligence, particularly in contexts where real brain organoids are combined with AI models for cutting-edge research and applications.

Detalles

Fecha de publicación
Aug 15, 2024
Idioma
English
ISBN
9781304107749
Categoría
Computadoras y tecnología
Copyright
Todos los derechos reservados - Licencia estándar de copyright
Contribuyentes
Por (autor o autora): Daniel Szelogowski

Especificaciones

Páginas
100
Tipo de encuadernación
Tapa blanda Tapa blanda
Color de interior
Color
Dimensiones
Carta EE.UU. (8,5 x 11 in / 216 x 279 mm)

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