Tag: Axon

Free Download Machine Learning in Elixir: Learning to Learn with Nx and Axon by Sean Moriarity
English | October 1st, 2024 | ISBN: 9798888650349 | 374 pages | True EPUB (Retail Copy) | 6.59 MB
Stable Diffusion, ChatGPT, Whisper – these are just a few examples of incredible applications powered by developments in machine learning. Despite the ubiquity of machine learning applications running in production, there are only a few viable language choices for data science and machine learning tasks. Elixir’s Nx project seeks to change that. With Nx, you can leverage the power of machine learning in your applications, using the battle-tested Erlang VM in a pragmatic language like Elixir. In this book, you’ll learn how to leverage Elixir and the Nx ecosystem to solve real-world problems in computer vision, natural language processing, and more.

Free Download Axon Growth and Regeneration: Methods and Protocols (Methods in Molecular Biology) by Andrew J. Murray
English | September 17, 2016 | ISBN: 149394584X | 264 pages | PDF | 62 Mb
Axon Growth and Regeneration: Methods and Protocols brings together a diverse set of techniques for the study of the mechanisms underlying central nervous system axon growth, consequently providing a resource that will aid in the development of repair strategies. After an introductory section, this detailed volume continues with sections focusing on axon growth in vitro, providing a range of protocols that can be used to examine intracellular signalling pathways, axonal responses to extracellular factors and methods for quantifying outgrowth. The next section provides protocols for inducing experimental injury in vivo as well as some highly promising protocols for promoting regeneration, which segues into the final section highlighting a series of protocols that can be used to monitor the extent of axon regeneration in vivo, ranging from tract tracing to in vivo imaging and functional recovery. As a book in the Methods in Molecular Biology series, chapters contain introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols and tips on troubleshooting and avoiding known pitfalls.