In both clinical and informal settings, psychedelics users often report they have undergone something profound and even life-altering. Yet there persists a confounding inability to articulate just what has been imparted. Informed by multidisciplinary emerging research, this book provides an account of the specifically educational aspects of psychedelics and how they can render us ready to learn. Drawing from indigenous peoples worldwide who typically revere these substances as "plant teachers" and from canonical thinkers in the western tradition such as Plato, Spinoza, Kant, and Heidegger, the author proposes an original set of categories through which to understand the educational capabilities of "entheogens" (psychedelics with visionary qualities). It emerges that entheogens' real power lies not in destabilizing and decentering—"turning on and dropping out"—but as powerful aids in restoring and reenchanting our shared worlds.

Now on Netflix as a 4-part documentary series! “Pollan keeps you turning the pages . . . cleareyed and assured.” —New York Times A #1 New York Times Bestseller, New York Times Book Review 10 Best Books of 2018, and New York Times Notable Book A brilliant and brave investigation into the medical and scientific revolution taking place around psychedelic drugs--and the spellbinding story of his own life-changing psychedelic experiences When Michael Pollan set out to research how LSD and psilocybin (the active ingredient in magic mushrooms) are being used to provide relief to people suffering from difficult-to-treat conditions such as depression, addiction and anxiety, he did not intend to write what is undoubtedly his most personal book. But upon discovering how these remarkable substances are improving the lives not only of the mentally ill but also of healthy people coming to grips with the challenges of everyday life, he decided to explore the landscape of the mind in the first person as well as the third. Thus began a singular adventure into various altered states of consciousness, along with a dive deep into both the latest brain science and the thriving underground community of psychedelic therapists. Pollan sifts the historical record to separate the truth about these mysterious drugs from the myths that have surrounded them since the 1960s, when a handful of psychedelic evangelists inadvertently catalyzed a powerful backlash against what was then a promising field of research. A unique and elegant blend of science, memoir, travel writing, history, and medicine, How to Change Your Mind is a triumph of participatory journalism. By turns dazzling and edifying, it is the gripping account of a journey to an exciting and unexpected new frontier in our understanding of the mind, the self, and our place in the world. The true subject of Pollan's "mental travelogue" is not just psychedelic drugs but also the eternal puzzle of human consciousness and how, in a world that offers us both suffering and joy, we can do our best to be fully present and find meaning in our lives.

A richly-illustrated, full-color introduction to deep learning that offers visual and conceptual explanations instead of equations. You'll learn how to use key deep learning algorithms without the need for complex math. Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors provide healthcare. Deep learning is the source of many of these breakthroughs, and its remarkable ability to find patterns hiding in data has made it the fastest growing field in artificial intelligence (AI). Digital assistants on our phones use deep learning to understand and respond intelligently to voice commands; automotive systems use it to safely navigate road hazards; online platforms use it to deliver personalized suggestions for movies and books - the possibilities are endless. Deep Learning: A Visual Approach is for anyone who wants to understand this fascinating field in depth, but without any of the advanced math and programming usually required to grasp its internals. If you want to know how these tools work, and use them yourself, the answers are all within these pages. And, if you're ready to write your own programs, there are also plenty of supplemental Python notebooks in the accompanying Github repository to get you going. The book's conversational style, extensive color illustrations, illuminating analogies, and real-world examples expertly explain the key concepts in deep learning, including: • How text generators create novel stories and articles • How deep learning systems learn to play and win at human games • How image classification systems identify objects or people in a photo • How to think about probabilities in a way that's useful to everyday life • How to use the machine learning techniques that form the core of modern AI Intellectual adventurers of all kinds can use the powerful ideas covered in Deep Learning: A Visual Approach to build intelligent systems that help us better understand the world and everyone who lives in it. It's the future of AI, and this book allows you to fully envision it. Full Color Illustrations

This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the kind of musical content to be generated, e.g., melody, accompaniment); representation (the musical elements to be considered and how to encode them, e.g., chord, silence, piano roll, one-hot encoding); architecture (the structure organizing neurons, their connexions, and the flow of their activations, e.g., feedforward, recurrent, variational autoencoder); challenge (the desired properties and issues, e.g., variability, incrementality, adaptability); and strategy (the way to model and control the process of generation, e.g., single-step feedforward, iterative feedforward, decoder feedforward, sampling). To illustrate the possible design decisions and to allow comparison and correlation analysis they analyze and classify more than 40 systems, and they discuss important open challenges such as interactivity, originality, and structure. The authors have extensive knowledge and experience in all related research, technical, performance, and business aspects. The book is suitable for students, practitioners, and researchers in the artificial intelligence, machine learning, and music creation domains. The reader does not require any prior knowledge about artificial neural networks, deep learning, or computer music. The text is fully supported with a comprehensive table of acronyms, bibliography, glossary, and index, and supplementary material is available from the authors' website.

Through the vivid, true stories of five people who journeyed into and out of addiction, a renowned neuroscientist explains why the "disease model" of addiction is wrong and illuminates the path to recovery. The psychiatric establishment and rehab industry in the Western world have branded addiction a brain disease. But in The Biology of Desire, cognitive neuroscientist and former addict Marc Lewis makes a convincing case that addiction is not a disease, and shows why the disease model has become an obstacle to healing. Lewis reveals addiction as an unintended consequence of the brain doing what it's supposed to do-seek pleasure and relief-in a world that's not cooperating. As a result, most treatment based on the disease model fails. Lewis shows how treatment can be retooled to achieve lasting recovery. This is enlightening and optimistic reading for anyone who has wrestled with addiction either personally or professionally.

Explores the potential of psychedelics as medicine and the intersections of politics, science, and psychedelics • Explores the tumultuous history of psychedelic research, the efforts to restore psychedelic therapies, and the links between psychiatric drugs and mental illness • Offers non-technical summaries of the most recent, double-blind, placebo-controlled studies with MDMA, psilocybin, LSD, and ayahuasca • Includes the work of Rick Doblin, Stanislav Grof, James Fadiman, Julie Holland, Dennis McKenna, David Nichols, Charles Grob, Phil Wolfson, Michael and Annie Mithoefer, Roland Griffiths, Katherine MacLean, and Robert Whitaker Embracing the revival of psychedelic research and the discovery of new therapeutic uses, clinical psychologist Dr. Richard Louis Miller discusses what is happening today in psychedelic medicine--and what will happen in the future--with top researchers and thinkers in this field, including Rick Doblin, Stanislav Grof, James Fadiman, Julie Holland, Dennis McKenna, David Nichols, Charles Grob, Phil Wolfson, Michael and Annie Mithoefer, Roland Griffiths, Katherine MacLean, and Robert Whitaker. Dr. Miller and his contributors cover the tumultuous history of early psychedelic research brought to a halt 50 years ago by the U.S. government as well as offering non-technical summaries of the most recent studies with MDMA, psilocybin, LSD, and ayahuasca. They explore the biochemistry of consciousness and the use of psychedelics for self-discovery and healing. They discuss the use of psilocybin for releasing fear in the terminally ill and the potential for MDMA-assisted psychotherapy in the treatment of PTSD. They examine Dr. Charles Grob’s research on the indigenous use and therapeutic properties of ayahuasca and Dr. Gabor Mate’s attempt to transport this plant medicine to a clinical setting with the help of Canada’s Department of National Health. Dr. Miller and his contributors explore the ongoing efforts to restore psychedelic therapies to the health field, the growing threat of overmedication by the pharmaceutical industry, and the links between psychiatric drugs and mental illness. They also discuss the newly shifting political climate and the push for new research, offering hope for an end to the War on Drugs and a potential renaissance of research into psychedelic medicines around the world.

The Grief Trip is a story of learning to heal with grief with the help of psychedelics. The loss of his son at 19 changed Stuart's life forever. This is his unique method of learning to move forward in life, to heal with his grief. It's time to break the stigmas around mental health, suicide, and psychedelics. When we do that, we might save some lives.