Foreword |
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xi | |
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Preface |
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xv | |
Acknowledgments |
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xxi | |
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1 | (10) |
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1 | (2) |
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3 | (3) |
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From Computers and Algorithms to Cells and Neurons |
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6 | (5) |
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2 The Exponential Nature of Technology |
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11 | (16) |
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11 | (3) |
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The First Two Industrial Revolutions |
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14 | (1) |
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The Third Industrial Revolution |
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15 | (4) |
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The Surprising Properties of Exponential Trends |
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19 | (6) |
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A Generation Born with the Computer Age |
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25 | (2) |
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3 From Maxwell to the Internet |
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27 | (28) |
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Four Equations That Changed the World |
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27 | (6) |
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33 | (3) |
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Transistors, Chips, and Microprocessors |
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36 | (11) |
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47 | (2) |
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49 | (6) |
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55 | (32) |
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55 | (4) |
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Turing Machines and Computers |
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59 | (4) |
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Computability and the Paradoxes of Infinity |
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63 | (10) |
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Algorithms and Complexity |
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73 | (10) |
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83 | (4) |
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5 The Quest For Intelligent Machines |
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87 | (30) |
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87 | (7) |
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94 | (9) |
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Perceptrons and Artificial Neural Networks |
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103 | (7) |
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The Formula of Reverend Bayes |
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110 | (5) |
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Brains, Statistics, and Learning |
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115 | (2) |
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6 Cells, Bodies, and Brains |
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117 | (26) |
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117 | (9) |
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126 | (11) |
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137 | (6) |
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7 Biology Meets Computation |
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143 | (24) |
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143 | (8) |
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151 | (4) |
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155 | (5) |
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160 | (3) |
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163 | (4) |
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167 | (24) |
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169 | (8) |
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The Brain's Structure and Organization |
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177 | (5) |
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182 | (3) |
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Plasticity, Learning, and Memory |
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185 | (6) |
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9 Understanding the Brain |
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191 | (28) |
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193 | (16) |
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209 | (2) |
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211 | (3) |
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214 | (5) |
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10 Brains, Minds, and Machines |
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219 | (34) |
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223 | (9) |
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Neuromorphic Intelligent Systems |
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232 | (3) |
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235 | (8) |
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The Riddle of Consciousness |
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243 | (10) |
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11 Challenges and Promises |
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253 | (20) |
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253 | (3) |
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Originals, Copies, and Duplicates |
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256 | (5) |
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Time Travel, Backups, and Rollbacks |
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261 | (4) |
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Living in Virtual Reality |
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265 | (4) |
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Personality Surgery and Other Improvements |
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269 | (4) |
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273 | (20) |
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The Technological Singularity |
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273 | (5) |
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Through the Singularity, Dead or Alive |
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278 | (2) |
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The Dangers of Super-Intelligences |
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280 | (2) |
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282 | (5) |
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287 | (6) |
References |
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293 | (16) |
Index |
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309 | |