Information theory - Kvíz
Information theory
  • 1. What are pseudorandom number generators in computer language libraries almost universally unsuited for?
A) Bioinformatics
B) Cryptographic use
C) Seismic exploration
D) Gambling
  • 2. What must cryptographically secure pseudorandom number generators have to work as intended?
A) Random seeds external to the software
B) Analog processing methods
C) High Shannon entropy
D) Integrated neural clusters
  • 3. How can random seeds for pseudorandom generators be obtained?
A) Through Shannon entropy
B) Via extractors
C) By using semiotic signs
D) Via digital noise
  • 4. What is the measure of sufficient randomness in extractors?
A) Free energy
B) Effective information
C) Dynamic core hypothesis
D) Min-entropy
  • 5. Min-entropy is related to Shannon entropy through which other type of entropy?
A) Rényi entropy
B) Thermal entropy
C) Algorithmic entropy
D) Conditional entropy
  • 6. Where is Rényi entropy also used?
A) In evaluating randomness in cryptographic systems
B) In minimizing free energy
C) In seismic oil exploration
D) In semiotic code control
  • 7. Does a random variable with high Shannon entropy guarantee it is satisfactory for use in an extractor?
A) No
B) Only in cryptographic systems
C) Yes
D) Only for pseudorandom numbers
  • 8. What was one early commercial application of information theory?
A) Bioinformatics
B) Black hole analysis
C) Seismic oil exploration
D) Search for extraterrestrial intelligence
  • 9. What did information theory make it possible to do in seismic exploration?
A) Generate secure pseudorandom numbers
B) Decode dominant social messages
C) Strip off and separate unwanted noise from the desired seismic signal
D) Minimize free energy in the brain
  • 10. What methods offered a major improvement of resolution and image clarity over previous analog methods in seismic work?
A) Free energy principles
B) Information theory and digital signal processing
C) Cryptographically secure pseudorandom number generators
D) Extractors and Rényi entropy
  • 11. Which semioticians considered Charles Sanders Peirce as having created a theory of information?
A) Doede Nauta and Winfried Nöth
B) Gerald Edelman and Giulio Tononi
C) Karl J. Friston and Andrey Kolmogorov
D) Umberto Eco and Ferruccio Rossi-Landi
  • 12. How did Doede Nauta define semiotic information theory?
A) The minimization of free energy in a self-organized system
B) The measurement of sufficient randomness in extractors
C) The study of the internal processes of coding, filtering, and information processing
D) The separation of unwanted noise from seismic signals
  • 13. Which semioticians used concepts like redundancy and code control to explain ideology?
A) Doede Nauta and Winfried Nöth
B) C.E. Shannon and R.V.L. Hartley
C) Umberto Eco and Ferruccio Rossi-Landi
D) Gerald Edelman and Karl J. Friston
  • 14. In semiotic explanations of ideology, how does a dominant social class emit its message?
A) By using signs that exhibit a high degree of redundancy
B) Through digital signal processing of seismic signals
C) By applying the free energy principle
D) By utilizing cryptographically secure pseudorandom seeds
  • 15. Where have quantitative information theoretic methods been applied in cognitive science?
A) To study black holes and bioinformatics
B) To extract random numbers for cryptography
C) To explore seismic oil deposits
D) To analyze the integrated process organization of neural information
  • 16. What neurological problem is linked to the analysis of neural information organization?
A) The problem of algorithmic complexity
B) The issue of seismic noise filtering
C) The binding problem in cognitive neuroscience
D) The paradox of extraterrestrial intelligence
  • 17. Whose functional clustering model and dynamic core hypothesis define an information-theoretical measure in neural processing?
A) Doede Nauta and Winfried Nöth
B) R.V.L. Hartley and C.E. Shannon
C) Umberto Eco and Ferruccio Rossi-Landi
D) Gerald Edelman and Giulio Tononi
  • 18. What is Giulio Tononi's integrated information theory (IIT) of consciousness based on?
A) Effective information
B) Min-entropy
C) Seismic signal processing
D) Shannon entropy
  • 19. What underlies the definition of measures in the context of neural information organization?
A) Analog methods of data transmission
B) A high degree of redundancy in signs
C) External cryptographic random seeds
D) A reentrant process organization
  • 20. What does a reentrant process organization refer to?
A) The coding and filtering processes studied in semiotics
B) The generation of pseudorandom numbers using extractors
C) The synchronization of neurophysiological activity between groups of neuronal populations
D) The filtering of unwanted noise from desired seismic signals
  • 21. Whose free energy principle (FEP) states that every adaptive change leads to a minimization of free energy?
A) Charles Sanders Peirce
B) Giulio Tononi
C) Karl J. Friston
D) Gerald Edelman
  • 22. What type of system does the free energy principle apply to?
A) An analog seismic receiver
B) A self-organized system
C) A dominant social class
D) A cryptographic random number generator
  • 23. Along with the free energy principle, what other hypothesis is mentioned in relation to statistical methods in the brain?
A) The dynamic core hypothesis
B) The integrated information theory
C) The semiotic information theory
D) The Bayesian brain hypothesis
  • 24. Which field, aside from cryptography and seismology, has applications in information theory?
A) Phrenology
B) Search for extraterrestrial intelligence
C) Alchemy
D) Astrology
  • 25. Which physical phenomenon is listed alongside extraterrestrial intelligence as having applications for information theory?
A) Tectonic plates
B) Black holes
C) Neural clusters
D) Seismic waves
  • 26. What life-science field is mentioned as having applications in information theory?
A) Biophysics
B) Biomechanics
C) Biochemistry
D) Bioinformatics
  • 27. What recreational activity is listed as an application of information theory?
A) Chess
B) Cipher creation
C) Crosswords
D) Gambling
  • 28. Who is listed in the history section alongside C.E. Shannon and Andrey Kolmogorov?
A) Gerald Edelman
B) R.V.L. Hartley
C) Doede Nauta
D) Umberto Eco
  • 29. Who is mentioned in the history section alongside R.V.L. Hartley and Andrey Kolmogorov?
A) C.E. Shannon
B) Ferruccio Rossi-Landi
C) Winfried Nöth
D) Giulio Tononi
  • 30. Who is listed in the history section alongside R.V.L. Hartley and C.E. Shannon?
A) Karl J. Friston
B) Andrey Kolmogorov
C) Winfried Nöth
D) Charles Sanders Peirce
  • 31. What is the historical figure H.P. Yockey associated with in the text?
A) History of information theory
B) Free energy principle
C) Integrated information theory
D) Dynamic core hypothesis
  • 32. What do physiological systems use information theory to exchange, process, and integrate as?
A) A network
B) A single organ
C) A block cipher
D) A brute force attack
  • 33. What do physiological systems generate alongside functions in health and disease?
A) Distinct physiological states
B) Symmetric keys
C) Information theory units
D) Unicity distances
  • 34. What does network cross-communication and regulation reveal within the organism?
A) How it occurs
B) Why brute force attacks succeed
C) How encryption keys are generated
D) Why it ceases permanently
  • 35. Which interactions are listed as applications of information-theoretic approaches in physiology?
A) Cryptographic interactions
B) Enigma machine interactions
C) Cardio-respiratory interactions
D) One-time pad interactions
  • 36. In what kind of environments is network physiology applied according to the text?
A) Extreme environments
B) Underground bunker environments
C) Simulated virtual environments
D) Cryogenic laboratory environments
  • 37. What was the name of Turing's information unit used in the Ultra project?
A) The ban
B) The shannon
C) The byte
D) The bit
  • 38. In which project was Turing's information unit used?
A) The Unicity project
B) The Ultra project
C) The Enigma project
D) The Venona project
  • 39. What German machine code was broken during World War II with the help of the ban?
A) Lorenz cipher code
B) Symmetric key code
C) One-time pad code
D) Enigma machine code
  • 40. What does information theory lead us to believe about keeping secrets?
A) It requires no computational effort
B) It is much more difficult than it might first appear
C) It is completely impossible under any circumstances
D) It is extremely easy using symmetric keys
  • 41. What kind of attack can break systems based on asymmetric or symmetric key algorithms?
A) An information-theoretic attack
B) A conditional mutual attack
C) A network physiology attack
D) A brute force attack
  • 42. What are symmetric key algorithms sometimes called?
A) One-time pads
B) Unicity distance algorithms
C) Secret key algorithms
D) Asymmetric algorithms
  • 43. What is an example of a commonly used method of symmetric key algorithms?
A) One-time pads
B) Block ciphers
C) Transfer entropy
D) Bans
  • 44. What must be used correctly even when applying information-theoretically secure methods?
A) Care
B) Block ciphers
C) Brute force
D) Transfer entropy
  • 45. Which project was able to crack the one-time pads of the Soviet Union?
A) The Enigma project
B) The Venona project
C) The Network Physiology project
D) The Ultra project
  • 46. In which type of data compression must the data be reconstructed exactly?
A) Channel coding
B) Lossless data compression
C) Rate-distortion theory
D) Lossy data compression
  • 47. What justifies the division of coding theory into compression and transmission?
A) Rate-distortion theory
B) Pragmatic information
C) Source-channel separation theorems
D) Channel resolvability
  • 48. What do source-channel separation theorems justify the use of as the universal currency for information?
A) Entropy
B) Bits
C) Distortion functions
D) Bytes
  • 49. What type of channel involves more than one transmitter?
A) The wiretap channel
B) The relay channel
C) The broadcast channel
D) The multiple-access channel
  • 50. What type of channel involves more than one receiver?
A) The multiple-access channel
B) The relay channel
C) The broadcast channel
D) The wiretap channel
  • 51. What type of channel involves intermediary helpers?
A) The multiple-access channel
B) The relay channel
C) The wiretap channel
D) The broadcast channel
  • 52. What should joint entropy not be confused with despite similar notation?
A) Conditional entropy
B) Kullback-Leibler divergence
C) Cross-entropy
D) Mutual information
  • 53. What type of space does the vector give values in for joint entropy?
A) Metric space
B) Euclidean space
C) Product space
D) Vector space
  • 54. What is the formula for self-information I(pi)?
A) 1 / pi
B) -log2(pi)
C) log2(pi)
D) -ln(pi)
  • 55. What is the entropy H relative to the surprisal of all possible symbols?
A) The median
B) The geometric mean
C) The maximum value
D) The weighted average
  • 56. If 1000 bits are transmitted and each is independently and equally likely to be 0 or 1, how much information has been transmitted?
A) 1 shannon
B) No information
C) 2000 bits
D) 1000 shannons
  • 57. In what year was Claude Shannon's paper 'A Mathematical Theory of Communication' published?
A) 1960
B) 1952
C) 1948
D) 1939
  • 58. In what decade was information theory established and formalized?
A) 1940s
B) 1930s
C) 1950s
D) 1920s
  • 59. In what context was information theory initially formed?
A) Molecular biology
B) Telecommunication
C) Quantum computing
D) Artificial intelligence
  • 60. What is the entropy of a coin flip when you already know the outcome after it has landed?
A) 1 bit
B) 2 bits
C) Zero
D) 0.5 bits
  • 61. What is an example of source coding or data compression mentioned in the text?
A) Voyager missions
B) Compact discs
C) DSL
D) ZIP files
  • 62. What is an example of channel coding mentioned in the text?
A) DSL
B) ZIP files
C) Mobile phones
D) Artificial intelligence
  • 63. Whose success was crucially impacted by information theory regarding deep space missions?
A) Hubble telescope
B) Voyager missions
C) Apollo missions
D) Curiosity rover
  • 64. Which invention's success was crucially impacted by information theory?
A) Compact disc
B) Radio
C) Television
D) Steam engine
  • 65. What technology's feasibility was made possible by information theory?
A) Automobiles
B) Electric guitars
C) Airplanes
D) Mobile phones
  • 66. What modern developments were impacted by information theory alongside artificial intelligence?
A) The postal service
B) The telegraph network
C) The Internet
D) The printing press
  • 67. Which computational paradigm is listed alongside artificial intelligence as an application of information theory?
A) Quantum computing
B) Cloud computing
C) Optical computing
D) Distributed computing
  • 68. Which of the following artistic applications is mentioned as a use case for information theory?
A) Sculpture casting
B) Art creation
C) Architectural drafting
D) Oil painting restoration
  • 69. What specific musical topic is analyzed using information theory according to the text?
A) Music
B) Musical instrument design
C) Acoustic room resonance
D) Vocal cord anatomy
  • 70. Which philosophical field is listed at the end of the text as an application area of information theory?
A) Metaphysics
B) Ethics
C) Aesthetics
D) Epistemology
  • 71. Which historian rated Shannon's 1948 paper as the most important development of 1948?
A) Vannevar Bush
B) James Gleick
C) Harry Nyquist
D) Ralph Hartley
  • 72. In what year did Shannon outline some of his initial ideas in a letter to Vannevar Bush?
A) 1928
B) 1940
C) 1939
D) 1948
  • 73. To whom did Shannon write a letter outlining initial ideas of information theory in 1939?
A) Vannevar Bush
B) James Gleick
C) Ludwig Boltzmann
D) Alan Turing
  • 74. Who wrote the 1924 paper 'Certain Factors Affecting Telegraph Speed'?
A) Harry Nyquist
B) Alan Turing
C) Claude Shannon
D) Ralph Hartley
  • 75. What relation was given in Harry Nyquist's 1924 paper?
A) H = log Sn
B) W = K log m
C) PV = nRT
D) E = mc2
  • 76. What unit of information was sometimes called the hartley in honor of Ralph Hartley?
A) The bit
B) The decimal digit
C) The byte
D) The baud
  • 77. Who used similar ideas in 1940 as part of the statistical analysis of breaking German Enigma ciphers?
A) Ralph Hartley
B) Alan Turing
C) Harry Nyquist
D) Claude Shannon
  • 78. Who made important contributions connecting information-theoretic entropy and thermodynamic entropy in the 1960s?
A) Rolf Landauer
B) Vannevar Bush
C) Harry Nyquist
D) James Gleick
  • 79. What logarithmic base is the bit or shannon based on?
A) Natural logarithm
B) Decimal logarithm
C) Binary logarithm
D) Common logarithm
  • 80. What logarithmic base is the nat based on?
A) Base-two logarithm
B) Natural logarithm
C) Binary logarithm
D) Common logarithm
  • 81. What logarithmic base is the decimal digit based on?
A) Binary logarithm
B) Base-e logarithm
C) Natural logarithm
D) Common logarithm
  • 82. What does the maximum value of entropy represent?
A) The most predictable state
B) The most unpredictable state
C) The lowest possible information content
D) A deterministic sequence
  • 83. What logarithmic base measures entropy in bytes per symbol?
A) Base-e
B) Base-2
C) Base-10
D) Base-256
  • 84. What type of trial has two outcomes for the binary entropy function?
A) An equiprobable trial
B) A logarithmic trial
C) A Markov trial
D) A Bernoulli trial
  • 85. What is another name for conditional entropy?
A) Mutual information
B) Joint entropy
C) Marginal entropy
D) Equivocation
  • 86. What is another name for mutual information according to the text?
A) Log-likelihood ratio
B) Transinformation
C) Kullback-Leibler divergence
D) Pointwise mutual information
  • 87. In what field is mutual information particularly important for maximizing shared information between sent and received signals?
A) Communication
B) Quantum mechanics
C) Macroeconomics
D) Thermodynamics
  • 88. Mutual information can be expressed as the average of which divergence?
A) Kullback-Leibler divergence
B) Mahalanobis distance
C) Euclidean distance
D) Jensen-Shannon divergence
  • 89. With which statistical test is mutual information closely related in the context of contingency tables?
A) Log-likelihood ratio test
B) Student's t-test
C) Mann-Whitney U test
D) Shapiro-Wilk test
  • 90. What type of mathematical function is the KL divergence classified as?
A) Euclidean metric
B) Semi-quasimetric
C) Inner product
D) Linear transformation
  • 91. In the alternative interpretation involving Alice and Bob, who knows the true probability distribution p(x)?
A) Both
B) Neither
C) Bob
D) Alice
  • 92. According to the surprise interpretation, who will be more surprised on average upon seeing the value of X?
A) It is impossible to determine
B) Bob
C) Alice
D) Both will be equally surprised
  • 93. What type of set is X assumed to be when drawing a random number in the surprise interpretation?
A) A finite geometric set
B) A discrete set
C) An infinite continuous set
D) An empty set
  • 94. Does directed information apply to statistical physics?
A) Only in quantum states
B) Only in macroscopic mechanics
C) No
D) Yes
  • 95. What does the random process Xn consist of?
A) {X1, Y1, ..., X_n, Y_n}
B) {Y1, Y2, ..., Y_n}
C) {X0, X1, ..., X_{n-1}}
D) {X1, X2, ..., X_n}
  • 96. What do the two expressions for the rate give for stationary sources?
A) An undefined value
B) Completely different results
C) A result of zero
D) The same result
  • 97. How is the noise nature of the channel considered in the text?
A) An unpredictable random variable that changes constantly
B) A completely controllable variable
C) An inherent fixed property
D) A negligible factor in modern systems
  • 98. What is the crossover probability of a binary symmetric channel denoted as?
A) Hb
B) p
C) i
D) e
  • 99. What does a binary symmetric channel do to the input bit with probability p?
A) Duplicates the input bit
B) Erases the input bit
C) Flips the input bit
D) Delays the input bit
  • 100. What feature do many channels have in practice?
A) Zero capacity
B) Gaussian noise
C) Ternary input
D) Memory
Létrehozva That Quiz — a matematika és más tantárgyak teszt létrehozásának és osztályozásának webhelye.