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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 * TODO add sicm and other sussmans
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12
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13 If you want to cite any of these papers, [[./sussman-recs.bib][here]] is a bibtex format file
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14 that contains all of these papers in the order they appear on the
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15 page. ([[./sussman-recs.bib]]).
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16
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17 * From Sussman's Bookshelf
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18
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19 - [[http://www.amazon.com/Introductory-Network-Theory-Amar-Bose/dp/B0000CMXS1][Introductory Network Theory]], by A.G. Bose and K.N. Stevens
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20 - ASIN: B0000CMXS1
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21 - Get the real story about RLC circuits!
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22 - Obsolete -- it only covers linear circuits.
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23
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24 - [[http://www.amazon.com/Linear-Nonlinear-Circuits-Leon-Chua/dp/0070108986][Linear and Nonlinear Circuits]], by Chua, Desoler, and Kuh
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25 - ISBN: 0070108986
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26 - More up-to-date than /Network Theory/
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27 - 10/10 would teach
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28 - Mathematically very clear
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29
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30 - [[http://frank.harvard.edu/aoe/][The Art of Electronics]], by Horowitz & Hill
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31 - ASIN: B001ERDQVI
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32 - Practical
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33 - Beautiful
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34
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35 - [[http://www.amazon.com/Analysis-Design-Analog-Integrated-Circuits/dp/0471574953/ref=sr_1_1?s=books&ie=UTF8&qid=1401819423&sr=1-1&keywords=Analysis+and+Design+of+Analog+Integrated+Circuits+3rd+edition][Analysis and Design of Analog Integrated Circuits]], by Grey and
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36 Meyer
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37 - ISBN: 0471574953
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38 - Get the 2nd or 3rd edition, not later ones.
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39
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40 - [[http://www.maa.org/publications/maa-reviews/a-survey-of-modern-algebra][A Survey of Modern Algebra]], by Garrett Birkhoff and Saunders
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41 MacLane
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42 - ISBN: 9781568814544
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43 - Goes all the wau to Galois Theory!
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44 - Clear!
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45
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46 - [[http://usf.usfca.edu/vca//][Visual Complex Analysis]], Needham
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47 - ISBN: 0198534469
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48 - Easy reading, well written
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49 - Wonderful use of graphics!
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50
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51 - [[http://mitpress.mit.edu/books/solid-shape][Solid Shape]], Jan Koenderink
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52 - ISBN: 026211139X
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53 - Just good!
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54
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55 - [[http://www.cambridge.org/gb/academic/subjects/physics/theoretical-physics-and-mathematical-physics/probability-theory-logic-science][Probability: the Logic of Science]], by E.T. Jaynes
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56 - ISBN: 9780521592710
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57 - OMG just read this already!
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58 - Here's [[http://www-biba.inrialpes.fr/Jaynes/prob.html][some]] [[http://omega.albany.edu:8008/JaynesBook.html][links]] to the book.
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59 - This book will change your life, and make probability make
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60 sense. Truly excellent book.
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61 - Why aren't you reading this!?
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62
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63 - [[http://www.perseusacademic.com/book.php?isbn=0805390219][Calculus on Manifolds]], Spivak
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64 - ISBN: 9780805390216
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65 - Great Mathematical notation!
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66 - Was an inspiration for [[http://groups.csail.mit.edu/mac/users/gjs/6946/sicm-html/book.html][SICM]].
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67 - Book contains a great flame!
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68
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69 - [[http://www.goodreads.com/book/show/1258635.The_Variational_Principles_of_Mechanics][The Variational Principles of Mechanics]], by Cornelius Lanczos
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70 - ISBN: 0486650677
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71 - Very philosophic; deep.
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72 - You could read it 100 times and learn something new each time!
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73
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74 - Computers and Thought, by Edward A. Feigenbaum (Editor), Julian
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75 Feldman (Editor).
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76 - [[http://mitpress.mit.edu/books/computers-and-thought][MIT Press]]
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77 - ISBN: 0262560925
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78 This book includes some of the very interesting early papers in
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79 AI, and is overall a great book. Of course, some of the included
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80 papers are not very interesting.
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81
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82 - The Configuration Space Method for Kinematic Design of Mechanisms,
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83 by Elisha Sacks and Leo Joskowicz
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84
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85 [[http://mitpress.mit.edu/books/configuration-space-method-kinematic-design-mechanisms][MIT Press]], ISBN: 9780262013895
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86
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87 - I learned a lot reading this. (RLM should read this!)
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88
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89 - Wolpert Principles of development
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90 - A geneti switch Mark Ptashne
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91 - Lawrence the making of a fly
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92 - Frankel "Pattern Formation" (my type of book!)
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93
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94 - The harmonic mind vol 1+2 smolenck + legendre
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95
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96 - radio amateur's handbook ARRL
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97 - /practical/ electronics book
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98 - done for 100 years
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99
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100 - Radiotron Designer's handbook RCA, 4th edition
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101 - "I'm very interested in hi-fi."
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102
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103
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104 * Marvin Minsky
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105 Minsky really made me as a person. He was my advisor when I was a
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106 student at MIT, and he got me my first job. He had the "magnetisim"
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107 to attract the most talented people to MIT to work on AI, and the
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108 right amount of negligence and delagaion to create an environment
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109 where people could thrive. He is certainly the reason that I was
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110 seduced into working on AI. Minsky has vast and deep Scientific
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111 knowledge -- he could walk into almost any class: Chemistry,
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112 Physics, Math, Computer Science, and teach the class without
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113 preparation!
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114
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115 - http://web.media.mit.edu/~minsky/ Much of Minsky's work is here,
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116 including his book, /The Emotion Machine/, and several essays and
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117 papers. Check it out!
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118
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119 - [[http://aurellem.org/society-of-mind/][Society of Mind]] Read it online! Each chapter of this book is a
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120 short, self-contained essay about the various
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121
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122 - [[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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123 can /improvise/ complicated Baroque era fugues. You can hear one
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124 of these improvisations [[http://aurellem.org/mmm/][here]].
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125
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126 - [[http://web.media.mit.edu/~minsky/papers/steps.html][Steps towards Artificial Intelligence]] Here, Minsky outlines how we
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127 might begin to build an AI. This is considered to be one of the
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128 founding papers of the field, along with Turing's "Computing
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129 Machinery and Intelligence" [[http://www.loebner.net/Prizef/TuringArticle.html][paper]].
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130
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131 - Perceptrons, by Marvin Minsky
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132 - [[http://mitpress.mit.edu/books/perceptrons][MIT Press]], ISBN: 9780262631112
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133 - Really good for "Math types."
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134 - Uses geometry for proving things.
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135 - People unwisely consisdered it to kill off Neural Nets; In fact,
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136 it only shows the limitations of certain simple kinds of Neural
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137 Nets.
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138
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139 * Representative Student Theses
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140
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141 These are students where I played a large role in their
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142 education. Many of them represent compelling research directions
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143 that desperatly need to be extented by the next generation of
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144 researchers! As Minsky says, if you want to do something really new,
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145 go back to points in the past where there was a neat idea that never
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146 really caught on, and follow the path of that idea to see where it
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147 leads. A comprehensive list of all my student's works can be found
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148 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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149 find bibtex citations here: [[./sussman-recs.bib]].
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150
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151 In particular, here's two great ideas that seem extremely promising
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152 and have NOT been properly explored! You could be the first person
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153 to get them working!
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154
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155 - Using Chaotic Systems to get unlimited measurement precision!
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156 - Two papers:
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157 - [[http://hdl.handle.net/1721.1/5953][A Global Approach to Parameter Estimation of Chaotic Dynamical
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158 Systems]], by [[http://eas.caltech.edu/people/3209/profile][Athanassios G. Siapas]], 1992.
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159 - [[http://hdl.handle.net/1721.1/7060][Paramater Estimation in Chaotic Systems]], by Elmer Hung, 1995.
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160 - No one put enough effort into seeing if it really worked.
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161 - Seems to allow for almost unlimited percision in measurement.
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162 - Initial results look very promising, with a =13 order of
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163 magnitude= improvement in measurement precision in a simple
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164 experiment.
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165 - You will win the Nobel Prize if you can get it to work, because
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166 you will revolutionize the way we do measurements.
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167
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168 - [[http://hdl.handle.net/1721.1/12007][Towards Intelligent Structures: Active Control of Buckling]]
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169 - By [[http://www.berlinplace.com/][Andrew A. Berlin]], 1994
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170 - Achieves a 10 fold increase in strength by actively eliminating
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171 vibrational modes.
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172 - Such a good idea; It's cool, short -- great!
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173 - No one's followed up on it!
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174
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175 In historical order:
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176
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177 - [[http://hdl.handle.net/1721.1/6888][A System for Representing and Using Real-World Knowledge]]
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178 - By [[http://www.cs.cmu.edu/~sef/][Scott Elliot Fahlman]], 1977
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179 - Basically the reason that the Connection Machine was later
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180 invented.
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181
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182 - [[http://hdl.handle.net/1721.1/5679][The Connection Machine]]
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183 - By [[http://longnow.org/people/board/danny0/][Danny Hillis]], 1981
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184 - Beautiful thesis, though it doesn't tell you anything you can
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185 really /do/ today.
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186
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187 - [[http://hdl.handle.net/1721.1/6948][A Circuit Grammar For Operational Amplifier Design]]
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188 - By Andrew Ressler, 1984
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189 - If you're an Electrical Engineering person.
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190
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191 - [[http://hdl.handle.net/1721.1/6959][ONTIC: A Knowledge Representation System for Mathematics]]
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192 - By [[http://ttic.uchicago.edu/~dmcallester/][David A. McAllester]], 1987
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193 - Very hard, very deep.
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194 - You will need to know a lot of Math.
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195
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196 - [[http://hdl.handle.net/1721.1/7025][KAM: Automatic Planning and Interpretation of Numerical
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197 Experiments Using Geometrical Methods]]
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198 - By Kenneth Man-Kam Yip, 1989
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199 - Coolest PhD thesis ever!
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200 - Solve problems using graphs.
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201 - So cool!
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202
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203 - [[http://hdl.handle.net/1721.1/80483][Botanical Computing: A Developmental Approach to Generating
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204 Interconnect Topologies on an Amorphous Computer]]
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205 - By [[http://sta.uwi.edu/pelican/60under60/dcoore.asp][Daniel Coore]], 1999
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206 - Interesting to programmers especially.
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207
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208 - [[http://hdl.handle.net/1721.1/86667][Programmable Self-Assembly: Constructing Global Shape using
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209 Biologically-inspired Local Interactions and Origami Mathematics]]
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210 By [[http://www.eecs.harvard.edu/~rad/][Radhika Nagpal]], 2001
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211 - Also Interesting to programmers.
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212
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213 - [[http://hdl.handle.net/1721.1/8228][Cellular Computation and Communications using Engineered Genetic
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214 Regulatory Networks]]
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215 - By [[http://groups.csail.mit.edu/mac/users/rweiss/][Ron Weiss]], 2001
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216 - Third in a line of bio / amorphous computing papers which should
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217 be highly interesting to programmers.
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218
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219 - [[http://hdl.handle.net/1721.1/6082][An Algorithm for Bootstrapping Communications]]
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220 - By Jake Beal, 2001
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221 - Seems like it could be "the right thing" for how modules in the
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222 brain learn to talk to each other.
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223 - Someone should expand on this work!
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224 - Also a PhD thesis from Beal on this: [[http://hdl.handle.net/1721.1/38483][Learning by Learning to
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225 Communicate]], 2007
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226
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227 - [[http://hdl.handle.net/1721.1/37913][Games, Puzzles, and Computation]]
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228 - By [[http://groups.csail.mit.edu/mac/users/bob/][Robert Aubrey Hearn]], 2006.
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229
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230 - [[http://hdl.handle.net/1721.1/49525][Propagation Networks: A Flexible and Expressive Substrate for
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231 Computation]]
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232 - By [[http://web.mit.edu/~axch/www/][Alexey Andreyevich Radul]], 2009
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233 - Is a completely new way to program computers.
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234 - 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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235
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236 * Some /Real/ Highschool Reading
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237
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238 - [[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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239 - ISBN: 9780521277037
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240 - Readable, not too heavy.
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241 - Minimal dependencies
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242 - You can just go through it slowly and understand at each step.
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243
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244 - [[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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245 - ISBN: 0881334200
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246 - HIGHLY accessible.
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247 - This will change your life.
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248 - You will understand special relativity!
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249
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250 - [[http://www.feynmanlectures.info/][The Feynman Lectures on Physics]]
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251 - Highly understandable
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252 - Just go there and learn something already!
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253
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254 - [[http://aurellem.org/society-of-mind/][Society of Mind]], by [[http://web.media.mit.edu/~minsky/][Marvin Minsky]]
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255 - A trove of wonderful ideas!
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256
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257 - [[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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258 - Everything you might want to know about computing with QM, with
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259 a philosophical outlook.
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260
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261 - Bible, Talmud, Koran
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262 - Read them whether or not you believe them!
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263 - Be sure to read between the lines, and you can discover what
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264 people were actually thinking back then.
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265 - Very interesting documents!
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266 - [[http://jhom.com/topics/voice/bat_kol_bab.htm][Bava Metzia 59b]] is an interesting story!
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267
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268 * For Fun
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269 - [[http://prce.hu/w/TAAP.html][Time's Arrow and Archemdedes' Point]], by Huw Price
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270 - ISBN: 0195117980
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271 - A reasonable philisopher!
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272
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273 - [[http://www.phys.ufl.edu/~cmw/wer.html][Was Einstein Right? : Putting General Relativity To The Test]], by
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274 Clifford M. Will
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275 - ISBN: 0465090869
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276
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277 - [[http://en.wikipedia.org/wiki/Stranger_in_a_Strange_Land][Stranger in a Strange Land]], by Robert A. Heinlein
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278 - ISBN: 0441790348
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279
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280 - [[http://www.gutenberg.org/ebooks/729][Hackers, Heroes of the Computer Revolution]], by Steven Levy
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281 - ISBN: 1449388396
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282 - Accuracy is not too good - people's names are spelled wrong, for
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283 example.
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284 - But the /feelings/ are exactly right! This book really captures
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285 what it was like to be in the AI lab back in the good old days.
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