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1 #+title: Prof. Sussman's Reading List
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2 #+author: Gerald Sussman (compiled by Robert McIntyre)
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3 #+email: rlm@mit.edu
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4 #+description: Professor Sussman's reading recommendations
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5 #+keywords: sussman physics computer science reading list MIT
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6 #+SETUPFILE: ../../aurellem/org/setup.org
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7 #+INCLUDE: ../../aurellem/org/level-0.org
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8 #+babel: :mkdirp yes :noweb yes :exports both
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9
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10 * TODO something about the point of this
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11
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12 If you want to cite any of these papers, [[./sussman-recs.bib][here]] is a bibtex format file
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13 that contains all of these papers in the order they appear on the
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14 page. ([[./sussman-recs.bib]]).
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15
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16 # NEEDS WORK
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17
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18 * Some /Real/ Highschool Reading
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19
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20 - [[http://www.cambridge.org/us/academic/subjects/physics/cosmology-relativity-and-gravitation/first-course-general-relativity][A First Course in General Relativity]], by Bernard F Schultz
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21 - ISBN: 9780521277037
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22 - Readable, not too heavy.
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23 - Minimal dependencies
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24 - You can just go through it slowly and understand at each step.
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25
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26 - [[http://www.amazon.com/Space-Special-Relativity-David-Mermin/dp/0881334200][Space and Time in Special Relativity]], by [[http://www.lassp.cornell.edu/mermin/][David Mermin]]
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27 - ISBN: 0881334200
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28 - HIGHLY accessible.
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29 - This will change your life.
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30 - You will understand special relativity!
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31
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32 - [[http://www.feynmanlectures.info/][The Feynman Lectures on Physics]]
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33 - Highly understandable
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34 - Just go there and learn something already!
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35
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36 - [[http://aurellem.org/society-of-mind/][Society of Mind]], by [[http://web.media.mit.edu/~minsky/][Marvin Minsky]]
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37 - A trove of wonderful ideas!
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38
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39 - [[http://www.cambridge.org/us/knowledge/discountpromotion/?site_locale=en_US&code=L3QCSD][Quantum Computing since Democratus]], by [[http://www.scottaaronson.com/][Scott Aaronson]]
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40 - Everything you might want to know about computing with QM, with
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41 a philosophical outlook.
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42
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43 - Bible, Talmud, Koran
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44 - Read them whether or not you believe them!
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45 - Be sure to read between the lines, and you can discover what
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46 people were actually thinking back then.
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47 - Very interesting documents!
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48 - [[http://jhom.com/topics/voice/bat_kol_bab.htm][Bava Metzia 59b]] is an interesting story!
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49
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50 * From Sussman's Bookshelf
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51
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52 - Network Theory, Bose + Stevens
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53 - beautiful, best book.
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54 - obsolete, only linear
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55 - get the real story about RLC circuits
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56
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57 - Linear and nonlinear circuits, Chua Sesoler kuh
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58 - more up-to-date than /Network Theory/
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59 - 10/10 would teach
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60 - mathematically very clear
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61
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62 - "Art of electronics practice" horowitz & hill
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63 - practical
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64
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65 - Grey + meyer (2nd or 3rd) edition "analysis and design of analogue
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66 and integrated circuits"
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67
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68 - A survey of modern algebra Birkhoff + macland
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69 - all the wau to gaoias theory
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70 - clear
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71
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72 - Visual Complex Analusis, Needham
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73 - Easy reading, well written
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74
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75 - Solid shape, Jan Koenderink
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76 - just good
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77
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78 - Probability: the Logic of Science, Jaynes
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79
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80 - Calculus on Manifolds, Spivak
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81 - great notation, inspiration for SICM
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82 - great flame
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83
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84 - Variational Princ. Mech. Lanczos
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85 - very phisolic
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86 - deep
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87 - read 100 times, learn something new each time
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88
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89 - radio amateur's handbook ARRL
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90 - /practical/ electronics book
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91 - done for 100 years
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92
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93 - Radiotron Designer's handbook RCA, 4th edition
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94 - "I'm very interested in hi-fi."
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95
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96 - Computers and Thought, by Edward A. Feigenbaum (Editor), Julian
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97 Feldman (Editor).
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98 - [[http://mitpress.mit.edu/books/computers-and-thought][MIT Press]]
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99 - ISBN: 0262560925
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100 This book includes some of the very interesting early papers in
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101 AI, and is overall a great book. Of course, some of the included
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102 papers are not very interesting.
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103
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104 - The Configuration Space Method for Kinematic Design of Mechanisms,
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105 by Elisha Sacks and Leo Joskowicz
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106
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107 [[http://mitpress.mit.edu/books/configuration-space-method-kinematic-design-mechanisms][MIT Press]], ISBN: 9780262013895
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108
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109 - I learned a lot reading this. (RLM should read this!)
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110
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111 - Wolpert Principles of development
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112 - A geneti switch Mark Ptashne
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113 - Lawrence the making of a fly
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114 - Frankel "Pattern Formation" (my type of book!)
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115
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116 - The harmonic mind vol 1+2 smolenck + legendre
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117
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118
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119 # DONE
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120
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121 * Marvin Minsky
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122 Minsky really made me as a person. He was my advisor when I was a
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123 student at MIT, and he got me my first job. He had the "magnetisim"
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124 to attract the most talented people to MIT to work on AI, and the
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125 right amount of negligence and delagaion to create an environment
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126 where people could thrive. He is certainly the reason that I was
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127 seduced into working on AI. Minsky has vast and deep Scientific
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128 knowledge -- he could walk into almost any class: Chemistry,
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129 Physics, Math, Computer Science, and teach the class without
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130 preparation!
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131
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132 - http://web.media.mit.edu/~minsky/ Much of Minsky's work is here,
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133 including his book, /The Emotion Machine/, and several essays and
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134 papers. Check it out!
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135
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136 - [[http://aurellem.org/society-of-mind/][Society of Mind]] Read it online! Each chapter of this book is a
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137 short, self-contained essay about the various
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138
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139 - [[https://web.media.mit.edu/~minsky/papers/MusicMindMeaning.html][Music, Mind, and Meaning]] Minsky is one of a few living people who
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140 can /improvise/ complicated Baroque era fugues. You can hear one
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141 of these improvisations [[http://aurellem.org/mmm/][here]].
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142
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143 - [[http://web.media.mit.edu/~minsky/papers/steps.html][Steps towards Artificial Intelligence]] Here, Minsky outlines how we
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144 might begin to build an AI. This is considered to be one of the
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145 founding papers of the field, along with Turing's "Computing
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146 Machinery and Intelligence" [[http://www.loebner.net/Prizef/TuringArticle.html][paper]].
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147
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148 - Perceptrons, by Marvin Minsky
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149 - [[http://mitpress.mit.edu/books/perceptrons][MIT Press]], ISBN: 9780262631112
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150 - Really good for "Math types."
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151 - Uses geometry for proving things.
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152 - People unwisely consisdered it to kill off Neural Nets; In fact,
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153 it only shows the limitations of certain simple kinds of Neural
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154 Nets.
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155
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156 * Representative Student Theses
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157
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158 These are students where I played a large role in their
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159 education. Many of them represent compelling research directions
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160 that desperatly need to be extented by the next generation of
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161 researchers! As Minsky says, if you want to do something really new,
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162 go back to points in the past where there was a neat idea that never
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163 really caught on, and follow the path of that idea to see where it
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164 leads. A comprehensive list of all my student's works can be found
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165 at my [[http://groups.csail.mit.edu/mac/users/gjs/gjs.html][homepage]]. If you want to cite any of these papers, you can
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166 find bibtex citations here: [[./sussman-recs.bib]].
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167
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168 In particular, here's two great ideas that seem extremely promising
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169 and have NOT been properly explored! You could be the first person
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170 to get them working!
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171
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172 - Using Chaotic Systems to get unlimited measurement precision!
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173 - Two papers:
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174 - [[http://hdl.handle.net/1721.1/5953][A Global Approach to Parameter Estimation of Chaotic Dynamical
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175 Systems]], by [[http://eas.caltech.edu/people/3209/profile][Athanassios G. Siapas]], 1992.
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176 - [[http://hdl.handle.net/1721.1/7060][Paramater Estimation in Chaotic Systems]], by Elmer Hung, 1995.
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177 - No one put enough effort into seeing if it really worked.
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178 - Seems to allow for almost unlimited percision in measurement.
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179 - Initial results look very promising, with a =13 order of
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180 magnitude= improvement in measurement precision in a simple
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181 experiment.
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182 - You will win the Nobel Prize if you can get it to work, because
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183 you will revolutionize the way we do measurements.
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184
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185 - [[http://hdl.handle.net/1721.1/12007][Towards Intelligent Structures: Active Control of Buckling]]
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186 - By [[http://www.berlinplace.com/][Andrew A. Berlin]], 1994
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187 - Achieves a 10 fold increase in strength by actively eliminating
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188 vibrational modes.
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189 - Such a good idea; It's cool, short -- great!
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190 - No one's followed up on it!
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191
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192 In historical order:
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193
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194 - [[http://hdl.handle.net/1721.1/6888][A System for Representing and Using Real-World Knowledge]]
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195 - By [[http://www.cs.cmu.edu/~sef/][Scott Elliot Fahlman]], 1977
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196 - Basically the reason that the Connection Machine was later
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197 invented.
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198
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199 - [[http://hdl.handle.net/1721.1/5679][The Connection Machine]]
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200 - By [[http://longnow.org/people/board/danny0/][Danny Hillis]], 1981
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201 - Beautiful thesis, though it doesn't tell you anything you can
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202 really /do/ today.
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203
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204 - [[http://hdl.handle.net/1721.1/6948][A Circuit Grammar For Operational Amplifier Design]]
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205 - By Andrew Ressler, 1984
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206 - If you're an Electrical Engineering person.
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207
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208 - [[http://hdl.handle.net/1721.1/6959][ONTIC: A Knowledge Representation System for Mathematics]]
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209 - By [[http://ttic.uchicago.edu/~dmcallester/][David A. McAllester]], 1987
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210 - Very hard, very deep.
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211 - You will need to know a lot of Math.
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212
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213 - [[http://hdl.handle.net/1721.1/7025][KAM: Automatic Planning and Interpretation of Numerical
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214 Experiments Using Geometrical Methods]]
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215 - By Kenneth Man-Kam Yip, 1989
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216 - Coolest PhD thesis ever!
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217 - Solve problems using graphs.
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218 - So cool!
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219
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220 - [[http://hdl.handle.net/1721.1/80483][Botanical Computing: A Developmental Approach to Generating
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221 Interconnect Topologies on an Amorphous Computer]]
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222 - By [[http://sta.uwi.edu/pelican/60under60/dcoore.asp][Daniel Coore]], 1999
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223 - Interesting to programmers especially.
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224
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225 - [[http://hdl.handle.net/1721.1/86667][Programmable Self-Assembly: Constructing Global Shape using
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226 Biologically-inspired Local Interactions and Origami Mathematics]]
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227 By [[http://www.eecs.harvard.edu/~rad/][Radhika Nagpal]], 2001
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228 - Also Interesting to programmers.
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229
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230 - [[http://hdl.handle.net/1721.1/8228][Cellular Computation and Communications using Engineered Genetic
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231 Regulatory Networks]]
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232 - By [[http://groups.csail.mit.edu/mac/users/rweiss/][Ron Weiss]], 2001
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233 - Third in a line of bio / amorphous computing papers which should
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234 be highly interesting to programmers.
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235
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236 - [[http://hdl.handle.net/1721.1/6082][An Algorithm for Bootstrapping Communications]]
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237 - By Jake Beal, 2001
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238 - Seems like it could be "the right thing" for how modules in the
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239 brain learn to talk to each other.
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240 - Someone should expand on this work!
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241 - Also a PhD thesis from Beal on this: [[http://hdl.handle.net/1721.1/38483][Learning by Learning to
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242 Communicate]], 2007
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243
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244 - [[http://hdl.handle.net/1721.1/37913][Games, Puzzles, and Computation]]
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245 - By [[http://groups.csail.mit.edu/mac/users/bob/][Robert Aubrey Hearn]], 2006.
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246
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247 - [[http://hdl.handle.net/1721.1/49525][Propagation Networks: A Flexible and Expressive Substrate for
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248 Computation]]
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249 - By [[http://web.mit.edu/~axch/www/][Alexey Andreyevich Radul]], 2009
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250 - Is a completely new way to program computers.
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251 - Under active development. You can get the latest code [[http://groups.csail.mit.edu/mac/users/gjs/propagators/propagator.tar][here]].
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252
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253 * For Fun
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254 - [[http://prce.hu/w/TAAP.html][Time's Arrow and Archemdedes' Point]], by Huw Price
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255 - ISBN: 0195117980
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256 - A reasonable philisopher!
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257
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258 - [[http://www.phys.ufl.edu/~cmw/wer.html][Was Einstein Right? : Putting General Relativity To The Test]], by
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259 Clifford M. Will
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260 - ISBN: 0465090869
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261
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262 - [[http://en.wikipedia.org/wiki/Stranger_in_a_Strange_Land][Stranger in a Strange Land]], by Robert A. Heinlein
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263 - ISBN: 0441790348
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264
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265 - [[http://www.gutenberg.org/ebooks/729][Hackers, Heroes of the Computer Revolution]], by Steven Levy
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266 - ISBN: 1449388396
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267 - Accuracy is not too good - people's names are spelled wrong, for
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268 example.
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269 - But the /feelings/ are exactly right! This book really captures
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270 what it was like to be in the AI lab back in the good old days.
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