Information Theory and Statistical Physics by Neri Merhav
Information Theory and Statistical Physics
Information Theory and Statistical Physics by Neri Merhav
Publisher: arXiv 2010
Number of pages: 176
This document consists of lecture notes for a graduate course, which focuses on the relations between Information Theory and Statistical Physics. The course is aimed at EE graduate students in the area of Communications and Information Theory, as well as to graduate students in Physics who have basic background in Information Theory. Strong emphasis is given to the analogy and parallelism between Information Theory and Statistical Physics, as well as to the insights, the analysis tools and techniques that can be borrowed from Statistical Physics and 'imported' to certain problem areas in Information Theory.
Computers & Internet Computer Science Information & Coding Theory Science Physics Statistical Physics
Publisher: arXiv 2010
Number of pages: 176
This document consists of lecture notes for a graduate course, which focuses on the relations between Information Theory and Statistical Physics. The course is aimed at EE graduate students in the area of Communications and Information Theory, as well as to graduate students in Physics who have basic background in Information Theory. Strong emphasis is given to the analogy and parallelism between Information Theory and Statistical Physics, as well as to the insights, the analysis tools and techniques that can be borrowed from Statistical Physics and 'imported' to certain problem areas in Information Theory.
Computers & Internet Computer Science Information & Coding Theory Science Physics Statistical Physics
More Free E-Books For Information & Coding Theory
Similar Books For Information & Coding Theory
1. Quantum Information Theory by Renato Renner
2. Theory of Quantum Information by John Watrous
3. Information Theory and Statistical Physics by Neri Merhav
4. Quantum Information Theory by Robert H. Schumann
5. Lecture Notes on Network Information Theory by Abbas El Gamal, Young-Han Kim
6. A Mathematical Theory of Communication by Claude Shannon
7. Information Theory, Inference, and Learning Algorithms by David J. C. MacKay
2. Theory of Quantum Information by John Watrous
3. Information Theory and Statistical Physics by Neri Merhav
4. Quantum Information Theory by Robert H. Schumann
5. Lecture Notes on Network Information Theory by Abbas El Gamal, Young-Han Kim
6. A Mathematical Theory of Communication by Claude Shannon
7. Information Theory, Inference, and Learning Algorithms by David J. C. MacKay
Categories
- 1. .NET
- 2. Abraham Merritt
- 3. Abstract Algebra
- 4. Academic Writing
- 5. Accelerator Physics
- 6. Accounting
- 7. Acoustics & Sound
- 8. Action & Adventure
- 9. Ada
- 10. Addiction
- 11. Administration
- 12. Administration & Policy
- 13. Advertising
- 14. Aeronautics & Astronautics
- 15. Aerospace
- 16. Africa
- 17. Agile Software Development
- 18. Agricultural Sciences
- 19. AIDS
- 20. AIDS & HIV
- 21. Alexandre Dumas
- 22. Algebra
- 23. Algebraic
- 24. Algebraic Geometry
- 25. Algorithms
- 26. Algorithms & Data Structures
- 27. Allergies
- 28. Amateur
- 29. Analysis & Calculus
- 30. Analytic
- 31. Analytic Geometry
- 32. Analytical
- 33. Anarchism
- 34. Anatole France
- 35. Anatomy
- 36. Ancient
- 37. Android
- 38. AngularJs
- 39. Anna Katharine Green
- 40. Anthony Hope
- 41. Anthony Trollope
- 42. Anthropology
- 43. Anxiety Disorder
- 44. Apocalyptic
- 45. Applications
- 46. Applied
- 47. Applied Mechanics
- 48. Archaeology
- 49. Architecture
- 50. Arthur Conan Doyle
- 51. Arthur Gask
- 52. Arthur Machen
- 53. Arthur Schopenhauer
- 54. Artificial Intelligence
- 55. Arts & Photography
- 56. Asia
- 57. ASP.NET
- 58. Assembly
- 59. Asthma
- 60. Astrobiology
- 61. Astronomy
- 62. Astrophysics
- 63. Atmospheric Sciences
- 64. Atomic Physics
- 65. Atomic, Molecular, & Optical Physics
- 66. Audiobooks
- 67. Audiology & Speech Pathology
- 68. Australia
- 69. Autism
- 70. Automata Theory
- 71. Aviation
- 72. Azure
- 73. Banks & Banking
- 74. Beginning
- 75. Beginning & Introductory
- 76. Benjamin Disraeli
- 77. Biochemistry
- 78. Bioengineering
- 79. Biographies & Memoirs
- 80. Bioinformatics
- 81. Biology
- 82. Blogging & Blogs
- 83. Botany
- 84. Bram Stoker
- 85. Britain
- 86. BSD
- 87. Buddhism
- 88. Business & Culture
- 89. Business & Investing
- 90. C
- 91. C#
- 92. C++
- 93. Calculus
- 94. Calculus of Variations
- 95. Cancer
- 96. Cardiology
- 97. Careers
- 98. Caribbean
- 99. Category Theory
- 100. Celestial Mechanics
- 101. Cell Biology
- 102. Certification Central
- 103. Charles Dickens
- 104. Chemical
- 105. Chemistry
- 106. Chess
- 107. Children's Books
- 108. China
- 109. Christianity
- 110. Church History
- 111. Civil Engineering
- 112. Civil Rights
- 113. Classics
- 114. Clojure
- 115. CoffeeScript
- 116. Combinatorial
- 117. Combinatorics
- 118. Comics & Graphic Novels
- 119. Communication
- 120. Communications
- 121. Commutative Algebra
- 122. Comparative Religion
- 123. Compiler Construction
- 124. Complex Analysis
- 125. Complex Differential Geometry
- 126. Computability Theory
- 127. Computational
- 128. Computational Complexity Theory
- 129. Computer Mathematics
- 130. Computer Science
- 131. Computer Vision
- 132. Computers & Internet
- 133. Concurrent, Parallel & Distributed Systems
- 134. Condensed Matter Physics
- 135. Consciousness & Thought
- 136. Contemporary
- 137. Control Systems
- 138. Cooking, Food & Wine
- 139. Cosmology
- 140. Crime & Criminals
- 141. Cryptography
- 142. Crystallography
- 143. Culinary Arts & Techniques
- 144. Culture
- 145. Cyberpunk
- 146. D. H. Lawrence
- 147. Daniel Defoe
- 148. Databases
- 149. Databases & Information Retrieval
- 150. Debian
- 151. Deep Learning
- 152. Delphi, Pascal
- 153. Design & Architecture
- 154. Design & Decorative Arts
- 155. Diabetes
- 156. Diets & Weight Loss
- 157. Differential
- 158. Differential Equations
- 159. Differential Geometry
- 160. Digital Law
- 161. Digital Music
- 162. Discrete Mathematics
- 163. Diseases
- 164. Disorders & Diseases
- 165. Distance Learning
- 166. Drama
- 167. Drawing
- 168. Dreams
- 169. Dynamical Systems Theory
- 170. Dynamics
- 171. E-Commerce
- 172. E. M. Forster
- 173. E. Phillips Oppenheim
- 174. Earth Sciences
- 175. Eastern
- 176. Ecology
- 177. Econometrics
- 178. Economic Policy & Development
- 179. Economics
- 180. Edgar Allan Poe
- 181. Edgar Rice Burroughs
- 182. Edgar Wallace
- 183. Edith Wharton
- 184. Education
- 185. Educational Psychology
- 186. Edward Bulwer-Lytton
- 187. Egypt
- 188. Electrical Engineering
- 189. Electromagnetics
- 190. Electromagnetism
- 191. Electronic Structure Theory
- 192. Electronics
- 193. Elementary
- 194. Elementary Algebra & Trigonometry
- 195. Elizabeth Gaskell
- 196. Embedded
- 197. Emergency Medicine
- 198. Emigration & Immigration
- 199. Emile Zola
- 200. Endocrinology & Metabolism
- 201. Engineering
- 202. English as a Foreign Language
- 203. Enterprise Edition
- 204. Entertainment
- 205. Entomology
- 206. Environmental Engineering
- 207. Environmental Science
- 208. Epidemiology
- 209. Erlang
- 210. Essays & Travelogues
- 211. Ethics & Morality
- 212. Euclidean Geometry
- 213. Europe
- 214. Evolutionary Algorithms
- 215. Evolutionary Biology
- 216. Exercise & Fitness
- 217. Expeditions & Discoveries
- 218. Experimental Physics
- 219. Extragalactic
- 220. F. Scott Fitzgerald
- 221. Fairy Tales
- 222. Fantasy
- 223. Fashion
- 224. Fedora & Red Hat
- 225. Fergus Hume
- 226. Field Theory
- 227. Fields & Galois Theory
- 228. Finance
- 229. Financial Management
- 230. Flash
- 231. Fluid Mechanics
- 232. Fluid Mechanics & Hydraulics
- 233. Foreign Languages
- 234. Forth
- 235. Fortran
- 236. France
- 237. Functional Analysis
- 238. Functional Programming
- 239. Fyodor Dostoyevsky
- 240. G. A. Henty
- 241. G. K. Chesterton
- 242. Galactic
- 243. Game Programming
- 244. Game Theory
- 245. Gastroenterology
- 246. General
- 247. General & Introductory
- 248. General Relativity
- 249. Genetics
- 250. Genre Fiction
- 251. Geographic Information Systems
- 252. Geography
- 253. Geology
- 254. Geometric
- 255. Geometry & Physics
- 256. Geometry & Topology
- 257. Geophysics
- 258. George Eliot
- 259. George Gissing
- 260. George Orwell
- 261. Git
- 262. Go Programming
- 263. Graph Theory
- 264. Graphic Design
- 265. Graphics & Games
- 266. Graphics & Multimedia
- 267. Graphics Programming
- 268. Graphics, Sound & Games
- 269. Group Theory
- 270. Guy Boothby
- 271. H. G. Wells
- 272. H. P. Lovecraft
- 273. Handheld & Mobile Devices
- 274. Hard SF
- 275. Hardware
- 276. Harmonic Analysis
- 277. Harold MacGrath
- 278. Haskell
- 279. Health, Mind & Body
- 280. Heart Disease
- 281. Hematology
- 282. Henry James
- 283. Henry Rider Haggard
- 284. Hepatitis
- 285. Hiking & Camping
- 286. Hinduism
- 287. Historical
- 288. History
- 289. History & Criticism
- 290. History & Surveys
- 291. Home Computing
- 292. Honore de Balzac
- 293. Horror
- 294. Human Resource Management
- 295. Human Rights
- 296. Humanities
- 297. Humor
- 298. Hunting & Fishing
- 299. IBM DB2
- 300. Image Processing
- 301. Immunology
- 302. India
- 303. Industrial Engineering
- 304. Industries & Professions
- 305. Infectious Disease
- 306. Inflation
- 307. Information & Coding Theory
- 308. Information Retrieval
- 309. Information Science
- 310. Information Technology in Education
- 311. Inorganic
- 312. Instrumentation
- 313. Intellectual Property
- 314. Internal Medicine
- 315. International
- 316. International Business
- 317. International Law
- 318. Internet
- 319. Intranets & Extranets
- 320. Introductory
- 321. Introductory Guides
- 322. Investing
- 323. iPad/iPhone/iOS
- 324. Islam
- 325. IT Management
- 326. J. Sheridan Le Fanu
- 327. Jack London
- 328. James Joyce
- 329. Jane Austen
- 330. Japan
- 331. Japanese
- 332. Java
- 333. Java Tools & Utilities
- 334. JavaScript
- 335. Job Hunting & Careers
- 336. Job Interviews
- 337. John Blaine
- 338. John Buchan
- 339. John Galsworthy
- 340. Jon Evans
- 341. Joseph Conrad
- 342. Josephine Tey
- 343. Journalism
- 344. Judaism
- 345. Jules Verne
- 346. K-theory
- 347. Knut Hamsun
- 348. L. Frank Baum
- 349. Lagrangian
- 350. Languages & Tools
- 351. Law
- 352. Leaders & Politicians
- 353. Leadership
- 354. Lie Groups
- 355. Linear Algebra
- 356. Linguistics
- 357. Linux
- 358. Linux for Beginners
- 359. Lisp
- 360. Literary
- 361. Literature
- 362. Literature & Fiction
- 363. Logic
- 364. Louis Tracy
- 365. M. P. Shiel
- 366. Machine Learning
- 367. Macroeconomics
- 368. Management & Leadership
- 369. Marine Engineering
- 370. Mark Twain
- 371. Marketing & Sales
- 372. Materials Science
- 373. Math Games
- 374. Mathematical & Statistical
- 375. Mathematical Methods
- 376. Mathematical Physics
- 377. Mathematics
- 378. MATLAB
- 379. Matrices
- 380. Mechanical Engineering
- 381. Mechanics
- 382. Mechatronics & Robotics
- 383. Media Studies
- 384. Medicine
- 385. Mental Health
- 386. Microbiology
- 387. Microcontrollers
- 388. Microeconomics
- 389. Microelectronics
- 390. Microprocessors & System Design
- 391. Microsoft
- 392. Middle East
- 393. Military
- 394. Military Science
- 395. Military SF
- 396. Mobile App Development
- 397. Modal Logic
- 398. Model Theory
- 399. Modeling & Simulation
- 400. Molecular Biology
- 401. Money & Monetary Policy
- 402. MongoDB
- 403. Motion & Manipulation
- 404. Mountaineering
- 405. Movie
- 406. Multivariable
- 407. Music
- 408. Mystery & Detective
- 409. Mysticism
- 410. Mythology
- 411. Nanostructures
- 412. Nanotechnology
- 413. Nathaniel Hawthorne
- 414. Natural Language Processing
- 415. Network Security
- 416. Networking
- 417. Networks, Protocols & APIs
- 418. Neural Networks
- 419. Neurology
- 420. Neuroscience
- 421. Non-Euclidean Geometries
- 422. Noncommutative Geometry
- 423. Nonfiction
- 424. Nonlinear Optics
- 425. Nonprofit Organizations & Charities
- 426. North America
- 427. Nuclear Physics
- 428. Number Theory
- 429. Numerical Analysis
- 430. Nutrition
- 431. Object-Oriented Programming
- 432. Objective Caml (OCaml)
- 433. Objective-C
- 434. Observational
- 435. Obstetrics & Gynecology
- 436. Oceanography
- 437. Oncology
- 438. Open Source
- 439. Operating Systems
- 440. Operations & Project Management
- 441. Ophthalmology
- 442. Optics
- 443. Optimal Control
- 444. Optimization
- 445. Oracle
- 446. Order, Lattices, Representation Theory
- 447. Ordinary
- 448. Organic
- 449. Ornithology
- 450. Oscar Wilde
- 451. Oscillations & Waves
- 452. Other Eastern Religions
- 453. Outdoors & Nature
- 454. Painting
- 455. Partial
- 456. Particle Physics
- 457. Path Integral Formulation
- 458. PCs
- 459. Pediatrics
- 460. Perl & CGI
- 461. Personal Finance
- 462. Personal Health
- 463. Pharmacology
- 464. Philosophy
- 465. Photography
- 466. PHP
- 467. Physical Chemistry
- 468. Physician & Patient
- 469. Physics
- 470. Physiology
- 471. Planetary science
- 472. Plasma Physics
- 473. Poetry
- 474. Point-set
- 475. Political Science
- 476. Politics
- 477. Popular
- 478. Popular & Elementary
- 479. PostgreSQL
- 480. Power Engineering
- 481. PowerPoint
- 482. Preventive Medicine
- 483. Privacy
- 484. Probability
- 485. Probability & Statistics
- 486. Programming
- 487. Programming Language Theory
- 488. Prolog
- 489. Proof Theory
- 490. Propulsion Technology
- 491. Protestantism
- 492. Psychiatry
- 493. Psychoanalysis
- 494. Psychology
- 495. Psychology & Counseling
- 496. Public Health
- 497. Public Relations
- 498. Pulmonary
- 499. Pure Mathematics
- 500. Puzzles & Games
- 501. Python
- 502. Quantum Chromodynamics
- 503. Quantum Computing
- 504. Quantum Field Theory
- 505. Quantum Gravity
- 506. Quantum Mechanics
- 507. Quantum Optics
- 508. Quaternions
- 509. R Programming Language
- 510. Radiology
- 511. Rafael Sabatini
- 512. Real Analysis
- 513. Recipes
- 514. Recording & Sound
- 515. Recovery
- 516. Reference
- 517. Relationships
- 518. Relativity & Gravitation
- 519. Religion & Spirituality
- 520. Religious
- 521. Religious Studies
- 522. Renewable Energy
- 523. Richard Marsh
- 524. Riemannian Geometry
- 525. Robert Louis Stevenson
- 526. Robert Michael Ballantyne
- 527. Robotics & Automation
- 528. Robust Control
- 529. Romance
- 530. Rome
- 531. Ruby
- 532. Rudyard Kipling
- 533. Safety & First Aid
- 534. Sales & Selling
- 535. Scala
- 536. Scheme
- 537. Science
- 538. Science & Technology
- 539. Science Fiction
- 540. Science Fiction & Fantasy
- 541. Scientific
- 542. Sculpture
- 543. Security & Cryptography
- 544. Self-Help
- 545. Self-Improvement
- 546. Set Theory
- 547. Sex
- 548. Short Stories
- 549. Signal Processing
- 550. Sinclair Lewis
- 551. Single Variable
- 552. Small Business & Entrepreneurship
- 553. Smalltalk
- 554. Social Aspects
- 555. Social Media
- 556. Social Sciences
- 557. Sociology
- 558. Soft & Social SF
- 559. Software
- 560. Software Design, Testing & Engineering
- 561. Software Engineering
- 562. Software Project Management
- 563. Solar
- 564. Solid State Physics
- 565. South America
- 566. Space Opera
- 567. Spanish
- 568. Special Relativity
- 569. Spectroscopy
- 570. Speech Processing
- 571. Spreadsheets
- 572. SQL
- 573. SQL Server
- 574. Statistical Physics
- 575. Statistics
- 576. Stellar
- 577. Stochastic Calculus
- 578. Stocks
- 579. Strategic Management & Organizational Studies
- 580. Strategy
- 581. Strength of Materials & Solid Mechanics
- 582. String Theory
- 583. Study & Teaching
- 584. Substance Abuse
- 585. Superconductivity
- 586. Supergravity
- 587. Superhuman
- 588. Supersymmetry
- 589. Surgery
- 590. Symplectic & Contact Geometry
- 591. Systems Theory
- 592. Tcl/Tk
- 593. Technology
- 594. Technology & Society
- 595. Telecommunications
- 596. Telephone Systems
- 597. Templates & Libraries
- 598. Tensor Calculus
- 599. Terrorism
- 600. TeX/LaTeX
- 601. Theodore Dreiser
- 602. Theology
- 603. Theory of Computation
- 604. Theory, Composition & Performance
- 605. Thermodynamics
- 606. Thermodynamics, Heat Transfer & Energy Conversion
- 607. Thomas Hardy
- 608. Thrillers
- 609. Time Travel & Alternate History
- 610. Topology
- 611. Transportation Engineering
- 612. Travel
- 613. Trigonometry
- 614. Tuberculosis
- 615. Twitter
- 616. Type Theory
- 617. Ubuntu
- 618. United States
- 619. Unix
- 620. User Interface Design
- 621. Vector Analysis
- 622. Version Control
- 623. VHDL
- 624. Victor Hugo
- 625. Video Games
- 626. Virginia Woolf
- 627. Visual Basic
- 628. Walter Scott
- 629. Wavelets
- 630. Web Design
- 631. Web Development
- 632. Web Marketing
- 633. Web Programming
- 634. Web Services
- 635. Westerns
- 636. Wilkie Collins
- 637. Willa Cather
- 638. William Hope Hodgson
- 639. William Makepeace Thackeray
- 640. William Morris
- 641. Windows 7
- 642. Windows Phone
- 643. Wireless Networks
- 644. Word Processing
- 645. WordPress
- 646. Working Abroad
- 647. World
- 648. World Literature
- 649. Writers
- 650. Writing Skills
- 651. XML
- 652. Zane Grey
- 653. Zoology