Courses tagged with "Information Theory" (117)

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Starts : 2002-01-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Interest and debt Nutrition

To provide instruction and dialog on practical ethical issues relating to the responsible conduct of human and animal research in the brain and cognitive sciences. Specific emphasis will be placed on topics relevant to young researchers including data handling, animal and human subjects, misconduct, mentoring, intellectual property, and publication.

Starts : 2004-09-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

Introduction to the linguistic study of language pathology, concentrating on experimental approaches and theoretical explanations. Discussion of Specific Language Impairment, autism, Down syndrome, Williams syndrome, normal aging, Parkinson's disease, Alzheimer's disease, hemispherectomy and aphasia. Focuses on the comparison of linguistic abilities among these syndromes, while drawing clear comparisons with first and second language acquisition. Topics include the lexicon, morphology, syntax, semantics and pragmatics. Relates the lost linguistic abilities in these syndromes to properties of the brain.

Starts : 2006-09-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Intellectual property Nutrition

This course covers introductory microbiology from a systems perspective, considering microbial diversity, population dynamics, and genomics. Emphasis is placed on the delicate balance between microbes and humans, and the changes that result in the emergence of infectious diseases and antimicrobial resistance. The case study approach covers such topics as vaccines, toxins, biodefense, and infections including Legionnaire’s disease, tuberculosis, Helicobacter pylori, and plague.

Starts : 2014-09-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory International development Nutrition

Mechanical forces play a decisive role during development of tissues and organs, during remodeling following injury as well as in normal function. A stress field influences cell function primarily through deformation of the extracellular matrix to which cells are attached. Deformed cells express different biosynthetic activity relative to undeformed cells. The unit cell process paradigm combined with topics in connective tissue mechanics form the basis for discussions of several topics from cell biology, physiology, and medicine.

Starts : 2002-01-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Interest and debt Nutrition

The course will start with an overview of the central and peripheral nervous systems (CNS and PNS), the development of their structure and major divisions. The major functional components of the CNS will then be reviewed individually. Topography, functional distribution of nerve cell bodies, ascending and descending tracts in the spinal cord. Brainstem organization and functional components, including cranial nerve nuclei, ascending / descending pathways, amine-containing cells, structure and information flow in the cerebellar and vestibular systems. Distribution of the cranial nerves, resolution of their skeletal and branchial arch components. Functional divisions of the Diencephalon and Telencephalon. The course will then continue with how these various CNS pieces and parts work together. Motor systems, motor neurons and motor units, medial and lateral pathways, cortical versus cerebellar systems and their functional integration. The sensory systems, visual, auditory and somatosensory. Olfaction will be covered in the context of the limbic system, which will also include autonomic control and the Papez circuit. To conclude, functional organization and information flow in the neocortex will be discussed.

Starts : 2001-02-01
13 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

How genetics can add to our understanding of cognition, language, emotion, personality, and behavior. Use of gene mapping to estimate risk factors for psychological disorders and variation in behavioral and personality traits. Mendelian genetics, genetic mapping techniques, and statistical analysis of large populations and their application to particular studies in behavioral genetics. Topics also include environmental influence on genetic programs, evolutionary genetics, and the larger scientific, social, ethical, and philosophical implications.

12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Chemical reactions (stoichiometry) Infor Information control Information Theory Nutrition

Fundamentals of Biology focuses on the basic principles of biochemistry, molecular biology, genetics, and recombinant DNA. These principles are necessary to understanding the basic mechanisms of life and anchor the biological knowledge that is required to understand many of the challenges in everyday life, from human health and disease to loss of biodiversity and environmental quality.

Course Format


Click to get started. This course has been designed for independent study. It consists of four units, one for each topic. The units can be used individually or in combination. The materials for each unit include:

  • Lecture Videos by MIT faculty.
  • Learning activities, including Interactive Concept Quizzes, designed to reinforce main concepts from lectures.
  • Problem Sets you do on your own and check your answers against the Solutions when you're done.
  • Problem Solving Video help sessions taught by experienced MIT Teaching Assistants.
  • Lists of important Terms and Definitions.
  • Suggested Topics and Links for further study.
  • Exams with Solution Keys.

Content Development


Eric Lander
Robert Weinberg
Tyler Jacks
Hazel Sive

Graham Walker
Sallie Chisholm
Dr. Michelle Mischke

 

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Starts : 2002-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Diencephalon Infor Information control Information Theory Nutrition

This seminar will be a scientific exploration of the food we eat and enjoy. Each week we shall have a scientific edible experiment that will explore a specific food topic. This will be a hands-on seminar with mandatory attendance of at least 85%. Topics include, but are not limited to, what makes a good experiment, cheese making, joys of tofu, food biochemistry, the science of spice, what is taste?

This course is the second in a series of two courses in kitchen chemistry. The prerequisite to Advanced Kitchen Chemistry is ES.287 Kitchen Chemistry, which is also on OCW.

Starts : 2007-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Chemical reactions (stoichiometry) Infor Information control Information Theory Nutrition

This course deals with the biology of cells of higher organisms: The structure, function, and biosynthesis of cellular membranes and organelles; cell growth and oncogenic transformation; transport, receptors, and cell signaling; the cytoskeleton, the extracellular matrix, and cell movements; chromatin structure and RNA synthesis.

Starts : 2012-09-01
12 votes
MIT OpenCourseWare (OCW) Free Physical Sciences Infor Information control Information Theory Intellectual property Nutrition

This course focuses on computational and experimental analysis of biological systems across a hierarchy of scales, including genetic, molecular, cellular, and cell population levels. The two central themes of the course are modeling of complex dynamic systems and protein design and engineering. Topics include gene sequence analysis, molecular modeling, metabolic and gene regulation networks, signal transduction pathways and cell populations in tissues. Emphasis is placed on experimental methods, quantitative analysis, and computational modeling.

Starts : 2001-09-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

Covers the major results in the study of first language acquisition concentrating on the development of linguistic structure, including sentence structure and morphology. Universal aspects of development are discussed, as well as a variety of cross-linguistic phenomena. Theories of language learning are considered, including parameter-setting and maturation.

Starts : 2005-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

This course covers central topics in language processing, including: the structure of language; sentence, discourse, and morphological processing; storage and access of words in the mental dictionary; speech processing; the relationship between the computational resources available in working memory and the language processing mechanism; and ambiguity resolution. The course also considers computational modeling, including connectionist models; the relationship between language and thought; and issues in language acquisition including critical period phenomena, the acquisition of speech, and the acquisition of words. Experimental methodologies such as self-paced reading, eye-tracking, cross-modal priming, and neural imaging methods are also examined.

Starts : 2006-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Introduction to Sociology Nutrition

This course provides an introduction to the physics and chemistry of the atmosphere, including experience with computer codes. It is intended for undergraduates and first year graduate students.

Starts : 2004-09-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Chemical reactions (stoichiometry) Infor Information control Information Theory Nutrition

The MIT Biology Department core courses, 7.012, 7.013, and 7.014, all cover the same core material, which includes the fundamental principles of biochemistry, genetics, molecular biology, and cell biology. Biological function at the molecular level is particularly emphasized and covers the structure and regulation of genes, as well as, the structure and synthesis of proteins, how these molecules are integrated into cells, and how these cells are integrated into multicellular systems and organisms. In addition, each version of the subject has its own distinctive material.

7.012 focuses on the exploration of current research in cell biology, immunology, neurobiology, genomics, and molecular medicine.

Acknowledgments

The study materials, problem sets, and quiz materials used during Fall 2004 for 7.012 include contributions from past instructors, teaching assistants, and other members of the MIT Biology Department affiliated with course #7.012. Since the following works have evolved over a period of many years, no single source can be attributed.

Starts : 2003-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Interest and debt Nutrition

Probability theory captures a number of essential characteristics of human cognition, including aspects of perception, reasoning, belief revision, and learning. Expressions of degree of belief were used in language long before people began codifying the laws of probability theory. This course explores the history and debates over codifying the laws of probability, how probability theory applies to specific cognitive processes, how it relates to the human understanding of causality, and how new computational approaches to causal modeling provide a framework for understanding human probabilistic reasoning.

This class is suitable for advanced undergraduates or graduate students specializing in cognitive science, artificial intelligence, and related fields.

Starts : 2004-02-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

This course emphasizes statistics as a powerful tool for studying complex issues in behavioral and biological sciences, and explores the limitations of statistics as a method of inquiry. The course covers descriptive statistics, probability and random variables, inferential statistics, and basic issues in experimental design. Techniques introduced include confidence intervals, t-tests, F-tests, regression, and analysis of variance. Assignments include a project in data analysis.

Starts : 2009-09-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Intellectual property Nutrition

This course covers the principles of materials science and cell biology underlying the design of medical implants, artificial organs, and matrices for tissue engineering. Methods for biomaterials surface characterization and analysis of protein adsorption on biomaterials. Molecular and cellular interactions with biomaterials are analyzed in terms of unit cell processes, such as matrix synthesis, degradation, and contraction. Mechanisms underlying wound healing and tissue remodeling following implantation in various organs. Tissue and organ regeneration. Design of implants and prostheses based on control of biomaterials-tissue interactions. Comparative analysis of intact, biodegradable, and bioreplaceable implants by reference to case studies. Criteria for restoration of physiological function for tissues and organs.

Starts : 2004-09-01
12 votes
MIT OpenCourseWare (OCW) Free Life Sciences Chemical reactions (stoichiometry) Infor Information control Information Theory Nutrition

This course discusses the principles of genetics with application to the study of biological function at the level of molecules, cells, and multicellular organisms, including humans. The topics include: structure and function of genes, chromosomes and genomes, biological variation resulting from recombination, mutation, and selection, population genetics, use of genetic methods to analyze protein function, gene regulation and inherited disease.

Starts : 2007-01-01
11 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information control Information Theory Interest and debt Nutrition

This seminar focuses on the cognitive science of moral reasoning. Philosophers debate how we decide which moral actions are permissible. Is it permissible to take one human life in order to save others? We have powerful and surprisingly rich and subtle intuitions to such questions.

In this class, you will learn how intuitions can be studied using formal analytical paradigms and behavioral experiments. Thursday evening, meet to learn about recent advances in theories of moral reasoning. Overnight, formulate a hypothesis about the structure of moral reasoning and design a questionnaire-based experiment to test this. Friday, present and select 1-2 proposals and collect data; we will then reconvene to analyze and discuss results and implications for the structure of the moral mind.

This course is offered during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month.

Starts : 2004-09-01
11 votes
MIT OpenCourseWare (OCW) Free Life Sciences Infor Information environments Information Theory Interest and debt Nutrition

This course is a seminar in real-time language comprehension. It considers models of sentence and discourse comprehension from the linguistic, psychology, and artificial intelligence literature, including symbolic and connectionist models. Topics include ambiguity resolution and linguistic complexity; the use of lexical, syntactic, semantic, pragmatic, contextual and prosodic information in language comprehension; the relationship between the computational resources available in working memory and the language processing mechanism; and the psychological reality of linguistic representations.

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