comparison org/sussman-reading-list.org @ 123:8ba1eed9411e

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author rlm
date Tue, 03 Jun 2014 15:31:19 -0400
parents 10d7a41a896e
children 7415863b39f2
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20 20
21 If you want to cite any of these papers, [[./sussman-recs.bib][here]] is a bibtex format file 21 If you want to cite any of these papers, [[./sussman-recs.bib][here]] is a bibtex format file
22 that contains all of these papers in the order they appear on the 22 that contains all of these papers in the order they appear on the
23 page. ([[./sussman-recs.bib]]). 23 page. ([[./sussman-recs.bib]]).
24 24
25 * From Sussman's Bookshelf: 25 * Some /Real/ High school Reading
26 26
27 - [[http://www.amazon.com/Introductory-Network-Theory-Amar-Bose/dp/B0000CMXS1][Introductory Network Theory]], by A.G. Bose and K.N. Stevens 27 - [[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
28 - ASIN: B0000CMXS1 28 - ISBN: 9780521277037
29 - Get the real story about RLC circuits! 29 - Readable, not too heavy.
30 - Obsolete -- it only covers linear circuits. 30 - Minimal dependencies
31 31 - You can just go through it slowly and understand at each step.
32 - [[http://www.amazon.com/Linear-Nonlinear-Circuits-Leon-Chua/dp/0070108986][Linear and Nonlinear Circuits]], by Chua, Desoler, and Kuh 32
33 - ISBN: 0070108986 33 - [[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]]
34 - More up-to-date than /Network Theory/ 34 - ISBN: 0881334200
35 - 10/10 would teach 35 - HIGHLY accessible.
36 - Mathematically very clear 36 - This will change your life.
37 37 - You will understand special relativity!
38 - [[http://frank.harvard.edu/aoe/][The Art of Electronics]], by Horowitz & Hill 38
39 - ASIN: B001ERDQVI 39 - [[http://www.feynmanlectures.info/][The Feynman Lectures on Physics]]
40 - Practical 40 - Highly understandable
41 - Beautiful 41 - Just go there and learn something already!
42 42
43 - [[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 43 - [[http://aurellem.org/society-of-mind/][Society of Mind]], by [[http://web.media.mit.edu/~minsky/][Marvin Minsky]]
44 Meyer 44 - A trove of wonderful ideas!
45 - ISBN: 0471574953 45
46 - Get the 2nd or 3rd edition, not later ones. 46 - [[http://www.cambridge.org/us/knowledge/discountpromotion/?site_locale=en_US&code=L3QCSD][Quantum Computing since Democritus]], by [[http://www.scottaaronson.com/][Scott Aaronson]]
47 47 - Everything you might want to know about computing with QM, with
48 - [[http://www.maa.org/publications/maa-reviews/a-survey-of-modern-algebra][A Survey of Modern Algebra]], by Garrett Birkhoff and Saunders 48 a philosophical outlook.
49 MacLane 49
50 - ISBN: 9781568814544 50 - Bible, Talmud, Koran
51 - Goes all the way to Galois Theory! 51 - Read them whether or not you believe them!
52 - Clear! 52 - Be sure to read between the lines, and you can discover what
53 53 people were actually thinking back then.
54 - [[http://usf.usfca.edu/vca//][Visual Complex Analysis]], Needham 54 - Very interesting documents!
55 - ISBN: 0198534469 55 - [[http://jhom.com/topics/voice/bat_kol_bab.htm][Bava Metzia 59b]] is an interesting story!
56 - Easy reading, well written
57 - Wonderful use of graphics!
58
59 - [[http://mitpress.mit.edu/books/solid-shape][Solid Shape]], Jan Koenderink
60 - ISBN: 026211139X
61 - Just good!
62
63 - [[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
64 - ISBN: 9780521592710
65 - OMG just read this already!
66 - Here's [[http://www-biba.inrialpes.fr/Jaynes/prob.html][some]] [[http://omega.albany.edu:8008/JaynesBook.html][links]] to the book.
67 - This book will change your life, and make probability make
68 sense. Truly excellent book.
69 - Why aren't you reading this!?
70
71 - [[http://www.perseusacademic.com/book.php?isbn=0805390219][Calculus on Manifolds]], Spivak
72 - ISBN: 9780805390216
73 - Great Mathematical notation!
74 - Was an inspiration for [[http://groups.csail.mit.edu/mac/users/gjs/6946/sicm-html/book.html][SICM]].
75 - Book contains a great flame!
76
77 - [[http://www.goodreads.com/book/show/1258635.The_Variational_Principles_of_Mechanics][The Variational Principles of Mechanics]], by Cornelius Lanczos
78 - ISBN: 0486650677
79 - Very philosophic; deep.
80 - You could read it 100 times and learn something new each time!
81
82 - [[http://mitpress.mit.edu/books/computers-and-thought][Computers and Thought]], by Edward A. Feigenbaum (Editor), Julian
83 Feldman (Editor).
84 - ISBN: 0262560925
85 This book includes some of the very interesting early papers in
86 AI, and is overall a great book. Of course, some of the included
87 papers are not very interesting.
88
89 - [[http://mitpress.mit.edu/books/configuration-space-method-kinematic-design-mechanisms][The Configuration Space Method for Kinematic Design of Mechanisms]],
90 by Elisha Sacks and Leo Joskowicz
91 - ISBN: 9780262013895
92 - I learned a lot reading this. (RLM should read this!)
93
94 - [[http://ukcatalogue.oup.com/product/9780199549078.do][Principles of Development]], by Wolpert
95 - ISBN: 0199554285
96
97 - [[http://www.goodreads.com/book/show/1547380.A_Genetic_Switch][A Genetic Switch]], by Mark Ptashne
98 - ISBN: 0865423156
99 - Such clarity!
100 - [[http://www.mskcc.org/research/lab/mark-ptashne/genetic-switch-lecture-series][Lecture Series Based on the book!]]
101
102 - [[http://making-of-a-fly.me/][The Making of a Fly]], by Peter A. Lawrence
103 - ISBN: 0632030488
104 - Probably out of date already, but very well written!
105
106 - [[http://www.amazon.com/Pattern-Formation-Ciliate-Studies-Models/dp/0195048903][Pattern Formation: Ciliate Studies and Models]], by Joseph Frankel
107 - ISBN: 0195048903
108 - My type of book!
109
110 - [[http://mitpress.mit.edu/books/harmonic-mind][The Harmonic Mind]], Volumes 1 and 2, by Smolenck and Legendre
111 - ISBN: 9780262516198
112 - I'm very interested in the amazing latency of the human
113 brain. This book presents a way by which multiple stages of
114 computation can be folded together into a single computation,
115 and is an interesting hypothesis about how the mind might work!
116
117 - [[http://www.arrl.org/shop/ARRL-Handbook-2013-Hardcover-Edition][The Radio Amateur's Handbook]], [[http://www.arrl.org/][ARRL]]
118 - /practical/ electronics book
119 - They've been making this book for about 100 years!
120
121 - [[http://www.amazon.com/Radiotron-Langford-Smith-Reproduced-Distributed-Corporation/dp/B000JILVH4][Radiotron Designer's Handbook, 4th edition, RCA]]
122 - ASIN: B000JILVH4
123 - I'm very interested in hi-fi.
124
125 * Marvin Minsky
126 Minsky really made me as a person. He was my adviser when I was a
127 student at MIT, and he got me my first job. He had the "magnetism"
128 to attract the most talented people to MIT to work on AI, and the
129 right amount of negligence and delegation to create an environment
130 where people could thrive. He is certainly the reason that I was
131 seduced into working on AI. Minsky has vast and deep Scientific
132 knowledge -- he could walk into almost any class: Chemistry,
133 Physics, Math, Computer Science, and teach the class without
134 preparation!
135
136 - http://web.media.mit.edu/~minsky/ Much of Minsky's work is here,
137 including his book, /The Emotion Machine/, and several essays and
138 papers. Check it out!
139
140 - [[http://aurellem.org/society-of-mind/][Society of Mind]] Read it online! Each chapter of this book is a
141 short, self-contained essay about the various
142
143 - [[https://web.media.mit.edu/~minsky/papers/MusicMindMeaning.html][Music, Mind, and Meaning]] Minsky is one of a few living people who
144 can /improvise/ complicated Baroque era fugues. You can hear one
145 of these improvisations [[http://aurellem.org/mmm/][here]].
146
147 - [[http://web.media.mit.edu/~minsky/papers/steps.html][Steps towards Artificial Intelligence]] Here, Minsky outlines how we
148 might begin to build an AI. This is considered to be one of the
149 founding papers of the field, along with Turing's "Computing
150 Machinery and Intelligence" [[http://www.loebner.net/Prizef/TuringArticle.html][paper]].
151
152 - Perceptrons, by Marvin Minsky
153 - [[http://mitpress.mit.edu/books/perceptrons][MIT Press]], ISBN: 9780262631112
154 - Really good for "Math types."
155 - Uses geometry for proving things.
156 - People unwisely considered it to kill off Neural Nets; In fact,
157 it only shows the limitations of certain simple kinds of Neural
158 Nets.
159 56
160 * Representative Student Theses 57 * Representative Student Theses
161 58
162 These are students where I played a large role in their 59 These are students where I played a large role in their
163 education. Many of them represent compelling research directions 60 education. Many of them represent compelling research directions
252 Computation]] 149 Computation]]
253 - By [[http://web.mit.edu/~axch/www/][Alexey Andreyevich Radul]], 2009 150 - By [[http://web.mit.edu/~axch/www/][Alexey Andreyevich Radul]], 2009
254 - Is a completely new way to program computers. 151 - Is a completely new way to program computers.
255 - Under active development. You can get the latest code [[http://groups.csail.mit.edu/mac/users/gjs/propagators/propagator.tar][here]]. 152 - Under active development. You can get the latest code [[http://groups.csail.mit.edu/mac/users/gjs/propagators/propagator.tar][here]].
256 153
257 * Some /Real/ High school Reading 154 * From Sussman's Bookshelf:
258 155
259 - [[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 156 - [[http://www.amazon.com/Introductory-Network-Theory-Amar-Bose/dp/B0000CMXS1][Introductory Network Theory]], by A.G. Bose and K.N. Stevens
260 - ISBN: 9780521277037 157 - ASIN: B0000CMXS1
261 - Readable, not too heavy. 158 - Get the real story about RLC circuits!
262 - Minimal dependencies 159 - Obsolete -- it only covers linear circuits.
263 - You can just go through it slowly and understand at each step. 160
264 161 - [[http://www.amazon.com/Linear-Nonlinear-Circuits-Leon-Chua/dp/0070108986][Linear and Nonlinear Circuits]], by Chua, Desoler, and Kuh
265 - [[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]] 162 - ISBN: 0070108986
266 - ISBN: 0881334200 163 - More up-to-date than /Network Theory/
267 - HIGHLY accessible. 164 - 10/10 would teach
268 - This will change your life. 165 - Mathematically very clear
269 - You will understand special relativity! 166
270 167 - [[http://frank.harvard.edu/aoe/][The Art of Electronics]], by Horowitz & Hill
271 - [[http://www.feynmanlectures.info/][The Feynman Lectures on Physics]] 168 - ASIN: B001ERDQVI
272 - Highly understandable 169 - Practical
273 - Just go there and learn something already! 170 - Beautiful
274 171
275 - [[http://aurellem.org/society-of-mind/][Society of Mind]], by [[http://web.media.mit.edu/~minsky/][Marvin Minsky]] 172 - [[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
276 - A trove of wonderful ideas! 173 Meyer
277 174 - ISBN: 0471574953
278 - [[http://www.cambridge.org/us/knowledge/discountpromotion/?site_locale=en_US&code=L3QCSD][Quantum Computing since Democritus]], by [[http://www.scottaaronson.com/][Scott Aaronson]] 175 - Get the 2nd or 3rd edition, not later ones.
279 - Everything you might want to know about computing with QM, with 176
280 a philosophical outlook. 177 - [[http://www.maa.org/publications/maa-reviews/a-survey-of-modern-algebra][A Survey of Modern Algebra]], by Garrett Birkhoff and Saunders
281 178 MacLane
282 - Bible, Talmud, Koran 179 - ISBN: 9781568814544
283 - Read them whether or not you believe them! 180 - Goes all the way to Galois Theory!
284 - Be sure to read between the lines, and you can discover what 181 - Clear!
285 people were actually thinking back then. 182
286 - Very interesting documents! 183 - [[http://usf.usfca.edu/vca//][Visual Complex Analysis]], Needham
287 - [[http://jhom.com/topics/voice/bat_kol_bab.htm][Bava Metzia 59b]] is an interesting story! 184 - ISBN: 0198534469
288 185 - Easy reading, well written
289 186 - Wonderful use of graphics!
187
188 - [[http://mitpress.mit.edu/books/solid-shape][Solid Shape]], Jan Koenderink
189 - ISBN: 026211139X
190 - Just good!
191
192 - [[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
193 - ISBN: 9780521592710
194 - OMG just read this already!
195 - Here's [[http://www-biba.inrialpes.fr/Jaynes/prob.html][some]] [[http://omega.albany.edu:8008/JaynesBook.html][links]] to the book.
196 - This book will change your life, and make probability make
197 sense. Truly excellent book.
198 - Why aren't you reading this!?
199
200 - [[http://www.perseusacademic.com/book.php?isbn=0805390219][Calculus on Manifolds]], Spivak
201 - ISBN: 9780805390216
202 - Great Mathematical notation!
203 - Was an inspiration for [[http://groups.csail.mit.edu/mac/users/gjs/6946/sicm-html/book.html][SICM]].
204 - Book contains a great flame!
205
206 - [[http://www.goodreads.com/book/show/1258635.The_Variational_Principles_of_Mechanics][The Variational Principles of Mechanics]], by Cornelius Lanczos
207 - ISBN: 0486650677
208 - Very philosophic; deep.
209 - You could read it 100 times and learn something new each time!
210
211 - [[http://mitpress.mit.edu/books/computers-and-thought][Computers and Thought]], by Edward A. Feigenbaum (Editor), Julian
212 Feldman (Editor).
213 - ISBN: 0262560925
214 This book includes some of the very interesting early papers in
215 AI, and is overall a great book. Of course, some of the included
216 papers are not very interesting.
217
218 - [[http://mitpress.mit.edu/books/configuration-space-method-kinematic-design-mechanisms][The Configuration Space Method for Kinematic Design of Mechanisms]],
219 by Elisha Sacks and Leo Joskowicz
220 - ISBN: 9780262013895
221 - I learned a lot reading this. (RLM should read this!)
222
223 - [[http://ukcatalogue.oup.com/product/9780199549078.do][Principles of Development]], by Wolpert
224 - ISBN: 0199554285
225
226 - [[http://www.goodreads.com/book/show/1547380.A_Genetic_Switch][A Genetic Switch]], by Mark Ptashne
227 - ISBN: 0865423156
228 - Such clarity!
229 - [[http://www.mskcc.org/research/lab/mark-ptashne/genetic-switch-lecture-series][Lecture Series Based on the book!]]
230
231 - [[http://making-of-a-fly.me/][The Making of a Fly]], by Peter A. Lawrence
232 - ISBN: 0632030488
233 - Probably out of date already, but very well written!
234
235 - [[http://www.amazon.com/Pattern-Formation-Ciliate-Studies-Models/dp/0195048903][Pattern Formation: Ciliate Studies and Models]], by Joseph Frankel
236 - ISBN: 0195048903
237 - My type of book!
238
239 - [[http://mitpress.mit.edu/books/harmonic-mind][The Harmonic Mind]], Volumes 1 and 2, by Smolenck and Legendre
240 - ISBN: 9780262516198
241 - I'm very interested in the amazing latency of the human
242 brain. This book presents a way by which multiple stages of
243 computation can be folded together into a single computation,
244 and is an interesting hypothesis about how the mind might work!
245
246 - [[http://www.arrl.org/shop/ARRL-Handbook-2013-Hardcover-Edition][The Radio Amateur's Handbook]], [[http://www.arrl.org/][ARRL]]
247 - /practical/ electronics book
248 - They've been making this book for about 100 years!
249
250 - [[http://www.amazon.com/Radiotron-Langford-Smith-Reproduced-Distributed-Corporation/dp/B000JILVH4][Radiotron Designer's Handbook, 4th edition, RCA]]
251 - ASIN: B000JILVH4
252 - I'm very interested in hi-fi.
253
254 * Marvin Minsky
255 Minsky really made me as a person. He was my adviser when I was a
256 student at MIT, and he got me my first job. He had the "magnetism"
257 to attract the most talented people to MIT to work on AI, and the
258 right amount of negligence and delegation to create an environment
259 where people could thrive. He is certainly the reason that I was
260 seduced into working on AI. Minsky has vast and deep Scientific
261 knowledge -- he could walk into almost any class: Chemistry,
262 Physics, Math, Computer Science, and teach the class without
263 preparation!
264
265 - http://web.media.mit.edu/~minsky/ Much of Minsky's work is here,
266 including his book, /The Emotion Machine/, and several essays and
267 papers. Check it out!
268
269 - [[http://aurellem.org/society-of-mind/][Society of Mind]] Read it online! Each chapter of this book is a
270 short, self-contained essay about the various
271
272 - [[https://web.media.mit.edu/~minsky/papers/MusicMindMeaning.html][Music, Mind, and Meaning]] Minsky is one of a few living people who
273 can /improvise/ complicated Baroque era fugues. You can hear one
274 of these improvisations [[http://aurellem.org/mmm/][here]].
275
276 - [[http://web.media.mit.edu/~minsky/papers/steps.html][Steps towards Artificial Intelligence]] Here, Minsky outlines how we
277 might begin to build an AI. This is considered to be one of the
278 founding papers of the field, along with Turing's "Computing
279 Machinery and Intelligence" [[http://www.loebner.net/Prizef/TuringArticle.html][paper]].
280
281 - Perceptrons, by Marvin Minsky
282 - [[http://mitpress.mit.edu/books/perceptrons][MIT Press]], ISBN: 9780262631112
283 - Really good for "Math types."
284 - Uses geometry for proving things.
285 - People unwisely considered it to kill off Neural Nets; In fact,
286 it only shows the limitations of certain simple kinds of Neural
287 Nets.
288
289 * For Fun
290 - [[http://prce.hu/w/TAAP.html][Time's Arrow and Archimedes' Point]], by Huw Price
291 - ISBN: 0195117980
292 - A reasonable philosopher!
293
294 - [[http://www.phys.ufl.edu/~cmw/wer.html][Was Einstein Right? : Putting General Relativity To The Test]], by
295 Clifford M. Will
296 - ISBN: 0465090869
297
298 - [[http://en.wikipedia.org/wiki/Stranger_in_a_Strange_Land][Stranger in a Strange Land]], by Robert A. Heinlein
299 - ISBN: 0441790348
300
301 - [[http://www.gutenberg.org/ebooks/729][Hackers, Heroes of the Computer Revolution]], by Steven Levy
302 - ISBN: 1449388396
303 - Accuracy is not too good - people's names are spelled wrong, for
304 example.
305 - But the /feelings/ are exactly right! This book really captures
306 what it was like to be in the AI lab back in the good old days.
290 * Selected works by Sussman 307 * Selected works by Sussman
291 308
292 - [[http://groups.csail.mit.edu/mac/users/gjs/6946/sicm-html/book.html][SICM (Structure and Interpretation of Classical Mechanics)]] This is 309 - [[http://groups.csail.mit.edu/mac/users/gjs/6946/sicm-html/book.html][SICM (Structure and Interpretation of Classical Mechanics)]] This is
293 the textbook of [[http://groups.csail.mit.edu/mac/users/gjs/6946/][6.946]], a class in Classical Mechanics that Sussman 310 the textbook of [[http://groups.csail.mit.edu/mac/users/gjs/6946/][6.946]], a class in Classical Mechanics that Sussman
294 generally teaches in the Fall. 311 generally teaches in the Fall.
307 Report on the Revised Report on the Algorithmic Language Algol 60]] 324 Report on the Revised Report on the Algorithmic Language Algol 60]]
308 325
309 - [[http://groups.csail.mit.edu/mac/users/gjs/6946/calculus-indexed.pdf][Functional Differential Geometry]] Treatment of functional 326 - [[http://groups.csail.mit.edu/mac/users/gjs/6946/calculus-indexed.pdf][Functional Differential Geometry]] Treatment of functional
310 differential geometry in the classic SIC[M/P] style. 327 differential geometry in the classic SIC[M/P] style.
311 328
312 * For Fun 329
313 - [[http://prce.hu/w/TAAP.html][Time's Arrow and Archimedes' Point]], by Huw Price
314 - ISBN: 0195117980
315 - A reasonable philosopher!
316
317 - [[http://www.phys.ufl.edu/~cmw/wer.html][Was Einstein Right? : Putting General Relativity To The Test]], by
318 Clifford M. Will
319 - ISBN: 0465090869
320
321 - [[http://en.wikipedia.org/wiki/Stranger_in_a_Strange_Land][Stranger in a Strange Land]], by Robert A. Heinlein
322 - ISBN: 0441790348
323
324 - [[http://www.gutenberg.org/ebooks/729][Hackers, Heroes of the Computer Revolution]], by Steven Levy
325 - ISBN: 1449388396
326 - Accuracy is not too good - people's names are spelled wrong, for
327 example.
328 - But the /feelings/ are exactly right! This book really captures
329 what it was like to be in the AI lab back in the good old days.