Towards Human Brain Inspired Lifelong Learning
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Towards Human Brain Inspired Lifelong Learning
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Author : Xiaoli Li
language : en
Publisher: World Scientific
Release Date : 2024-04-11
Towards Human Brain Inspired Lifelong Learning written by Xiaoli Li and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-11 with Computers categories.
Over the past few decades, the field of machine learning has made remarkable strides, surpassing human performance in tasks like voice and object recognition, as well as mastering various complex games. Despite these accomplishments, a critical challenge remains: the absence of general intelligence. Achieving artificial general intelligence (AGI) requires the development of learning agents that can continually adapt and learn throughout their existence, a concept known as lifelong learning.In contrast to machines, humans possess an extraordinary capacity for continuous learning throughout their lives. Drawing inspiration from human learning, there is immense potential to enable artificial learning agents to learn and adapt continuously. Recent advancements in continual learning research have opened up new avenues to pursue this objective.This book is a comprehensive compilation of diverse methods for continual learning, crafted by leading researchers in the field, along with their practical applications. These methods encompass various approaches, such as adapting existing paradigms like zero-shot learning and Bayesian learning, leveraging the flexibility of network architectures, and employing replay mechanisms to enable learning from streaming data without catastrophic forgetting of previously acquired knowledge.This book is tailored for researchers, practitioners, and PhD scholars working in the realm of Artificial Intelligence (AI). It particularly targets those envisioning the implementation of AI solutions in dynamic environments where data continually shifts, leading to challenges in maintaining model performance for streaming data.
Brain Inspired Computing From Neuroscience To Neuromorphic Electronics Driving New Forms Of Artificial Intelligence
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Author : Jonathan Mapelli
language : en
Publisher: Frontiers Media SA
Release Date : 2022-03-08
Brain Inspired Computing From Neuroscience To Neuromorphic Electronics Driving New Forms Of Artificial Intelligence written by Jonathan Mapelli and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-08 with Science categories.
Artificial Intelligence And Soft Computing
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Author : Leszek Rutkowski
language : en
Publisher: Springer Nature
Release Date : 2023-09-13
Artificial Intelligence And Soft Computing written by Leszek Rutkowski and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-13 with Computers categories.
The two-volume set LNAI 14125 and 14126 constitutes the refereed conference proceedings of the 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023, held in Zakopane, Poland, during June 18–22, 2023. The 84 revised full papers presented in these proceedings were carefully reviewed and selected from 175 submissions. The papers are organized in the following topical sections: Part I: Neural Networks and Their Applications; Evolutionary Algorithms and Their Applications; and Artificial Intelligence in Modeling and Simulation. Part II: Computer Vision, Image and Speech Analysis; Various Problems of Artificial Intelligence; Bioinformatics, Biometrics and Medical Applications; and Data Mining and Pateern Classification.
Time Space Spiking Neural Networks And Brain Inspired Artificial Intelligence
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Author : Nikola K. Kasabov
language : en
Publisher: Springer
Release Date : 2018-08-29
Time Space Spiking Neural Networks And Brain Inspired Artificial Intelligence written by Nikola K. Kasabov and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-29 with Technology & Engineering categories.
Spiking neural networks (SNN) are biologically inspired computational models that represent and process information internally as trains of spikes. This monograph book presents the classical theory and applications of SNN, including original author’s contribution to the area. The book introduces for the first time not only deep learning and deep knowledge representation in the human brain and in brain-inspired SNN, but takes that further to develop new types of AI systems, called in the book brain-inspired AI (BI-AI). BI-AI systems are illustrated on: cognitive brain data, including EEG, fMRI and DTI; audio-visual data; brain-computer interfaces; personalized modelling in bio-neuroinformatics; multisensory streaming data modelling in finance, environment and ecology; data compression; neuromorphic hardware implementation. Future directions, such as the integration of multiple modalities, such as quantum-, molecular- and brain information processing, is presented in the last chapter. The book is a research book for postgraduate students, researchers and practitioners across wider areas, including computer and information sciences, engineering, applied mathematics, bio- and neurosciences.
Unlock Your Brain S Potential
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Author : Conrad Riker
language : en
Publisher: Conrad Riker
Release Date : 101-01-01
Unlock Your Brain S Potential written by Conrad Riker and has been published by Conrad Riker this book supported file pdf, txt, epub, kindle and other format this book has been release on 101-01-01 with Social Science categories.
Gain an edge in your personal and professional life by embracing LOVE FOR LEARNING Struggling to keep up with the rapid pace of change? Discover the secrets to becoming a quick learner. Feeling stuck and unfulfilled? Unlock your true potential with lifelong learning. Talked into taking to the easy road but still lagging behind? Make learning a life-long passion and ace your goals. 1. Embrace a Redpilled and Unapologetic approach to learning for men. 2. Learn the neuroscience behind optimal learning to maximize your results. 3. Leverage technology and resources to make learning more accessible and enjoyable. 4. Master the art of setting and achieving learning goals that align with your personal and professional aspirations. 5. Enhance your critical thinking skills to quickly adapt and excel in a rapidly changing world. 6. Avoid common pitfalls and avoid the trap of "learning too much without applying it." 7. Dive into effective memory techniques that will solidify your newfound knowledge. 8. Learn how to identify the most important information, so you can stay up-to-date and informed in your field. If you want to unlock your brain's full potential and achieve success in all aspects of your life, then buy today.
From Brain To Mind
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Author : James E. Zull
language : en
Publisher: Taylor & Francis
Release Date : 2023-07-03
From Brain To Mind written by James E. Zull and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-03 with Education categories.
Finalist for Foreword Magazine's 2011 Book of the YearWith his knack for making science intelligible for the layman, and his ability to illuminate scientific concepts through analogy and reference to personal experience, James Zull offers the reader an engrossing and coherent introduction to what neuroscience can tell us about cognitive development through experience, and its implications for education.Stating that educational change is underway and that the time is ripe to recognize that “the primary objective of education is to understand human learning” and that “all other objectives depend on achieving this understanding”, James Zull challenges the reader to focus on this purpose, first for her or himself, and then for those for whose learning they are responsible. The book is addressed to all learners and educators – to the reader as self-educator embarked on the journey of lifelong learning, to the reader as parent, and to readers who are educators in schools or university settings, as well as mentors and trainers in the workplace.In this work, James Zull presents cognitive development as a journey taken by the brain, from an organ of organized cells, blood vessels, and chemicals at birth, through its shaping by experience and environment into potentially to the most powerful and exquisite force in the universe, the human mind.Zull begins his journey with sensory-motor learning, and how that leads to discovery, and discovery to emotion. He then describes how deeper learning develops, how symbolic systems such as language and numbers emerge as tools for thought, how memory builds a knowledge base, and how memory is then used to create ideas and solve problems. Along the way he prompts us to think of new ways to shape educational experiences from early in life through adulthood, informed by the insight that metacognition lies at the root of all learning.At a time when we can expect to change jobs and careers frequently during our lifetime, when technology is changing society at break-neck speed, and we have instant access to almost infinite information and opinion, he argues that self-knowledge, awareness of how and why we think as we do, and the ability to adapt and learn, are critical to our survival as individuals; and that the transformation of education, in the light of all this and what neuroscience can tell us, is a key element in future development of healthy and productive societies.
Hardwired To Learn
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Author : Teri Hart
language : en
Publisher:
Release Date : 2021-10-15
Hardwired To Learn written by Teri Hart and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-15 with categories.
Written by a 25+ year learning industry expert and future of work strategist, this book will enable you to harness the transcendent power of lifelong learning to sustain your career, be resilient in the face of change, and reveal your greatest potential.We are all born with an inexhaustible and undeniable potential to learn. The brain has an estimated 100 billion neurons linked through hundreds of trillions of connections called synapses. Neuroscientists are discovering the mechanisms of the brain that underpin theories of neuroplasticity, the brain's ability to modify, change, and adapt both structure and function in response to experiences. Based on cutting edge neuroscience and cognitive psychology, this book will debunk learning myths that hinder your ability to be a learner as well as provide you with: ?Strategies to overcome the primary barriers to learning ?Resources and ideas for integrating learning in your daily life ?Approaches for developing a life-long learning practice Whether you are a seasoned employee, starting your career, or looking to change careers, lifelong learning is the key to unlocking lifelong potential in your career and personal life. Hardwired to Learn is organized into five parts.Part 1 sets the stage by highlighting the industrial revolutions and the social changes and disruptions of each. Part 2 recaps the origins of our ideas about learning and how the evolution of those theories over the past several hundred years has deepened our knowledge of ourselves and how we learn. Part 3 identifies what's getting in the way of our capacity to learn and sets the stage for overcoming these barriers. Part 4 offers some tangible steps to get you started on your learning practice, from setting an intention to learn to manage your health and well-being to improving cognitive capability.Part 5-the final chapter-brings this all together by providing historic examples of how and why a Human Intelligence (HI) revolution is needed to accelerate our abilities in the face of the challenges of our time. It highlights the recent progress we've been making and explores how we can address our challenges and opportunities through learning.
Intelligent Systems And Applications
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Author : Kohei Arai
language : en
Publisher: Springer Nature
Release Date : 2022-08-31
Intelligent Systems And Applications written by Kohei Arai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-31 with Technology & Engineering categories.
This book is a remarkable collection of chapters covering a wide domain of topics related to artificial intelligence and its applications to the real world. The conference attracted a total of 494 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-reviewed process. Of the total submissions, 176 submissions have been selected to be included in these proceedings. It is difficult to imagine how artificial intelligence has become an inseparable part of our life. From mobile phones, smart watches, washing machines to smart homes, smart cars, and smart industries, artificial intelligence has helped to revolutionize the whole globe. As we witness exponential growth of computational intelligence in several directions and use of intelligent systems in everyday applications, this book is an ideal resource for reporting latest innovations and future of AI. Distinguished researchers have made valuable studies to understand the various bottlenecks existing in different arenas and how they can be overcome with the use of intelligent systems. This book also provides new directions and dimensions of future research work. We hope that readers find the volume interesting and valuable.
Training And Education In Neurosurgery Strategies And Challenges For The Next Ten Years
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Author : Cesare Zoia
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-23
Training And Education In Neurosurgery Strategies And Challenges For The Next Ten Years written by Cesare Zoia and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-23 with Medical categories.
The Agi Architecture Blueprint
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Author : StoryBuddiesPlay
language : en
Publisher: StoryBuddiesPlay
Release Date : 2024-04-25
The Agi Architecture Blueprint written by StoryBuddiesPlay and has been published by StoryBuddiesPlay this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Computers categories.
Unleash the power of Artificial General Intelligence (AGI) with this comprehensive guide! Dive deep into the world of AGI, exploring its potential to revolutionize society, from scientific discovery to personalized education. But AGI isn't without its challenges. We'll delve into the ethical considerations and potential risks, ensuring responsible development for a beneficial future. Here's what you'll discover: The core principles of AGI: Understand the building blocks of human-level intelligence and how machines are learning to think like us. The cutting-edge advancements in AGI research: Explore the latest breakthroughs in deep learning, reinforcement learning, and other AI subfields that are pushing the boundaries of what's possible. The real-world applications of AGI: Imagine a world where AGI tackles climate change, assists in scientific research, and personalizes learning. We'll explore the transformative potential of AGI across various industries. The ethical considerations of AGI: Unveiling the potential risks of bias, lack of transparency, and safety concerns. We'll explore how to ensure responsible development and build trust between humans and AI. The future of human-AI collaboration: Discover how humans and AI can work together to achieve more. We'll explore the rise of human-AI partnerships and the exciting possibilities that lie ahead. Whether you're a tech enthusiast, a student, or a curious individual, this guide provides a roadmap to understanding AGI and its impact on our future. Join us on this exploration of artificial intelligence and prepare to be amazed by the potential of AGI to change the world for the better!