Symbiosis Of Program Analysis And Biologically Inspired Computational Models
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Symbiosis Of Program Analysis And Biologically Inspired Computational Models
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Author : Marko Vasic
language : en
Publisher:
Release Date : 2022
Symbiosis Of Program Analysis And Biologically Inspired Computational Models written by Marko Vasic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
Recent years witnessed increased utility of biologically inspired computational models. Neural networks transformed the industry by enabling a plethora of applications in computer vision, and natural language processing, among others. Chemical reaction networks started gaining increased interest within the area of molecular programming considering the wide range of potential applications in synthetic biology, medicine, nanofabrication and other fields. In order to program desired behavior in a manner similar to conventional programming, both of the models require intuitive and effective programming paradigms. However, programs are susceptible to errors, and are hard to systematically analyze and synthesize. My thesis is that there exist natural symbiotic connections between the three currently known models of computation: conventional programming, neural networks, and chemical computation. This insight provides a sound basis for developing novel techniques for effective and efficient analysis and synthesis of the computation. My dissertation makes four key contributions. First, it presents the first imperative programming language that translates to CRNs. This enables an intuitive way to specify computation in chemistry. Second, it presents a program synthesis technique for discovering small CRNs exhibiting a desired functionality. This enables discovery of basic primitives (instructions) that can help inform a design of efficient high level programming paradigms for chemistry. Third, it presents a tight connection between a subclass of neural networks and CRNs. This enables programming chemistry with data using well founded deep learning techniques, thus opening the door for novel applications that are prohibitively hard to be encoded via imperative logic. Fourth, it presents a technique using imperative programs and formal logic to mimic neural networks and verify their properties, and conversely uses neural networks to help fix errors in imperative programs
Biologically Inspired Approaches To Advanced Information Technology
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Author : Auke Jan Ijspeert
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-01-11
Biologically Inspired Approaches To Advanced Information Technology written by Auke Jan Ijspeert and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-11 with Computers categories.
The refereed proceedings of the Second International Workshop on Biologically Inspired Approaches to Advanced Information Technology, BioADIT 2006. The contributions range from basic research in biology and in information technology, to more application-oriented developments in software and in hardware. The papers are organized in topical sections on robotics, networking, biological systems, self-organization, evolutionary computation, and modeling and imaging.
Biologically Inspired Cognitive Architectures 2024
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Author : Alexei V. Samsonovich
language : en
Publisher: Springer Nature
Release Date : 2024-12-09
Biologically Inspired Cognitive Architectures 2024 written by Alexei V. Samsonovich and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Computers categories.
This book reports on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different disciplines, including artificial intelligence, linguistics, neuro- and social sciences, psychology and philosophy of mind, among others. The chapters are based on contributions presented at the 2024 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence (the 15th Annual Meeting of the BICA Society, BICA*AI 2024), organized in collaboration with the 17th Conference on Artificial General Intelligence (AGI 2024) and held on August 13-16, 2024, in Seattle, WA, USA. They cover emerging methods, theories and ideas towards the realization of general-purpose humanlike artificial intelligence or fostering a better understanding of the ways the human mind works. All in all, this book provides engineers, mathematicians, psychologists, computer scientists and other experts with a timely snapshot of recent research and a source of inspiration for future developments in the broadly intended areas of artificial intelligence and biological inspiration.
Systems Biology And The Challenge Of Deciphering The Metabolic Mechanisms Underlying Cancer
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Author : Osbaldo Resendis-Antonio
language : en
Publisher: Frontiers Media SA
Release Date : 2017-11-23
Systems Biology And The Challenge Of Deciphering The Metabolic Mechanisms Underlying Cancer written by Osbaldo Resendis-Antonio 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 2017-11-23 with categories.
Since the discovery of the Warburg effect in the 1920s cancer has been tightly associated with the genetic and metabolic state of the cell. One of the hallmarks of cancer is the alteration of the cellular metabolism in order to promote proliferation and undermine cellular defense mechanisms such as apoptosis or detection by the immune system. However, the strategies by which this is achieved in different cancers and sometimes even in different patients of the same cancer is very heterogeneous, which hinders the design of general treatment options. Recently, there has been an ongoing effort to study this phenomenon on a genomic scale in order to understand the causality underlying the disease. Hence, current “omics” technologies have contributed to identify and monitor different biological pieces at different biological levels, such as genes, proteins or metabolites. These technological capacities have provided us with vast amounts of clinical data where a single patient may often give rise to various tissue samples, each of them being characterized in detail by genomescale data on the sequence, expression, proteome and metabolome level. Data with such detail poses the imminent problem of extracting meaningful interpretations and translating them into specific treatment options. To this purpose, Systems Biology provides a set of promising computational tools in order to decipher the mechanisms driving a healthy cell’s metabolism into a cancerous one. However, this enterprise requires bridging the gap between large data resources, mathematical analysis and modeling specifically designed to work with the available data. This is by no means trivial and requires high levels of communication and adaptation between the experimental and theoretical side of research.
Kyoto University Bulletin
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Author : Kyōto Daigaku
language : en
Publisher:
Release Date : 1999
Kyoto University Bulletin written by Kyōto Daigaku and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
Office Of Naval Research Guide To Programs
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Author : United States. Office of the Chief of Naval Research
language : en
Publisher:
Release Date : 1992
Office Of Naval Research Guide To Programs written by United States. Office of the Chief of Naval Research and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Research categories.
Office Of Naval Research Guide To Programs
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Author : United States. Office of Naval Research
language : en
Publisher:
Release Date : 1992
Office Of Naval Research Guide To Programs written by United States. Office of Naval Research and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Research categories.
Artificial Intelligence And Multimedia Data Engineering
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Author : Suman Kumar Swarnkar, Sapna Singh Kshatri, Virendra Kumar Swarnkar, Tien Anh Tran
language : en
Publisher: Bentham Science Publishers
Release Date : 2023-12-15
Artificial Intelligence And Multimedia Data Engineering written by Suman Kumar Swarnkar, Sapna Singh Kshatri, Virendra Kumar Swarnkar, Tien Anh Tran and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-15 with Computers categories.
This book explains different applications of supervised and unsupervised data engineering for working with multimedia objects. Throughout this book, the contributors highlight the use of Artificial Intelligence-based soft computing and machine techniques in the field of medical diagnosis, biometrics, networking, automation in vehicle manufacturing, data science and automation in electronics industries. The book presents seven chapters which present use-cases for AI engineering that can be applied in many fields. The book concludes with a final chapter that summarizes emerging AI trends in intelligent and interactive multimedia systems. Key features: - A concise yet diverse range of AI applications for multimedia data engineering - Covers both supervised and unsupervised machine learning techniques - Summarizes emerging AI trends in data engineering - Simple structured chapters for quick reference and easy understanding - References for advanced readers This book is a primary reference for data science and engineering students, researchers and academicians who need a quick and practical understanding of AI supplications in multimedia analysis for undertaking or designing courses. It also serves as a secondary reference for IT and AI engineers and enthusiasts who want to grasp advanced applications of the basic machine learning techniques in everyday applications
Dissertation Abstracts International
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Author :
language : en
Publisher:
Release Date : 1988
Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Dissertations, Academic categories.
Journal Of Biological Education
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Author :
language : en
Publisher:
Release Date : 1985
Journal Of Biological Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Biology categories.