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Quantum cognition

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3437: 429:, and different fundamental problems have been identified, such as the experimentally tested non classical behavior for the conjunction and disjunction of concepts, more specifically the Pet-Fish problem or guppy effect, and the overextension and underextension of typicality and membership weight for conjunction and disjunction. By and large, quantum cognition has drawn on quantum theory in three ways to model concepts. 311:, the whole experimental arrangement must be taken into account. Contextuality implies existence of incompatible mental variables, violation of the classical law of total probability, and constructive or destructive interference effects. Thus, the quantum cognition approach can be considered an attempt to formalize contextuality of mental processes, by using the mathematical apparatus of quantum mechanics. 360:
Kolmogorovian probability space, which justifies the employment of quantum probability models in decision theory. More explicitly, the paradoxical situations above can be represented in a unified Hilbert space formalism where human behavior under uncertainty is explained in terms of genuine quantum aspects, namely, superposition, interference, contextuality and incompatibility.
470:(IR) on the web – and data bases in general – can be addressed using the mathematical formalism of quantum theory. As basic steps, (a) K. Van Rijsbergen introduced a quantum structure approach to IR, (b) Widdows and Peters utilised a quantum logical negation for a concrete search system, and Aerts and Czachor identified quantum structure in semantic space theories, such as 453:
explained in terms of contextual interactions, superposition, interference, entanglement and emergence. And, more, a cognitive test on a specific concept combination has been performed which directly reveals, through the violation of Bell's inequalities, quantum entanglement between the component concepts.
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that seem paradoxical from a traditional rational point of view (e.g., preference reversals). Since the use of a quantum-theoretic framework is for modeling purposes, the identification of quantum structures in cognitive phenomena does not presuppose the existence of microscopic quantum processes in
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Rational classical probability theory makes the incorrect prediction: it expects humans to rank the conjunction less probable than the bank teller option. Many variations of this experiment demonstrate that the fallacy represents human cognition in this case and not an artifact of one presentation.
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Here, contextuality is the key word (see the monograph of Khrennikov for detailed representation of this viewpoint). Quantum mechanics is fundamentally contextual. Quantum systems do not have objective properties which can be defined independently of measurement context. As has been pointed out by
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axioms. The quantum model introduces a new fundamental concept to cognition—the compatibility versus incompatibility of questions and the effect this can have on the sequential order of judgments. Quantum probability provides a simple account of conjunction and disjunction errors as well as many
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principle of rational decision theory, they should also play the second round even if they don't know or think about the outcome of the first round. But, experimentally, when subjects are not told the results of the first round, the majority of them decline to play a second round. This finding
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Suppose a person is given an opportunity to play two rounds of the following gamble: a coin toss will determine whether the subject wins $ 200 or loses $ 100. Suppose the subject has decided to play the first round, and does so. Some subjects are then given the result (win or lose) of the first
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The quantum cognition concept is based on the observation that various cognitive phenomena are more adequately described by quantum probability theory than by the classical probability theory (see examples below). Thus, the quantum formalism is considered an operational formalism that describes
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The large amount of data collected by Hampton on the combination of two concepts can be modeled in a specific quantum-theoretic framework in Fock space where the observed deviations from classical set (fuzzy set) theory, the above-mentioned over- and under- extension of membership weights, are
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and Machina paradoxes. These deviations can be explained if one assumes that the overall conceptual landscape influences the subject's choice in a neither predictable nor controllable way. A decision process is thus an intrinsically contextual process, hence it cannot be modeled in a single
504:(2009, vol 53.), which planted a flag for the field. A few books related to quantum cognition have been published including those by Khrennikov (2004, 2010), Ivancivic and Ivancivic (2010), Busemeyer and Bruza (2012), E. Conte (2012). The first Quantum Interaction workshop was held at 409:, that is, the truth value of a sentence like "this sentence is false". One can show that the true-false state of this paradox is represented in a complex Hilbert space, while the typical oscillations between true and false are dynamically described by the Schrödinger equation. 447:
to account for the emergence of a new concept when concepts are combined, and as a consequence put forward an explanatory model for the Pet-Fish problem situation, and the overextension and underextension of membership weights for the conjunction and disjunction of
474:. Since then, the employment of techniques and procedures induced from the mathematical formalisms of quantum theory – Hilbert space, quantum logic and probability, non-commutative algebras, etc. – in fields such as IR and NLP, has produced significant results. 207: 461:
The research in (iv) had a deep impact on the understanding and initial development of a formalism to obtain semantic information when dealing with concepts, their combinations and variable contexts in a corpus of unstructured documents. This conundrum of
289:. The idea is that a person's understanding of "bank teller" is affected by the context of the question involving "feminist". The two questions are "incompatible": to treat them with classical theory would require separate reasoning steps. 320:
round, while other subjects are not yet given any information about the results. The experimenter then asks whether the subject wishes to play the second round. Performing this experiment with real subjects gives the following results:
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Quantum probability provides a new way to explain human probability judgment errors including the conjunction and disjunction errors. A conjunction error occurs when a person judges the probability of a likely event L
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Classical probability theory is a rational approach to inference which does not easily explain some observations of human inference in psychology. Some cases where quantum probability theory has advantages include the
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an unlikely event U to be greater than the unlikely event U; a disjunction error occurs when a person judges the probability of a likely event L to be greater than the probability of the likely event L
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Exploit the contextuality of quantum theory to account for the contextuality of concepts in cognition and language and the phenomenon of emergent properties when concepts combine
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to model the semantics of concept combinations in a non-decompositional way, and to account for the emergent properties/associates/inferences in relation to concept combinations
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If participants in a psychology experiment are told about "Linda", described as looking like a feminist but not like a bank teller, then asked to rank the probability,
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The above deviations from classical rational expectations in agents’ decisions under uncertainty produce well known paradoxes in behavioral economics, that is, the
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Aerts, D.; Sozzo, S.; Tapia, J. (2012). "A quantum model for the Ellsberg and Machina paradoxes". In Busemeyer, J.; Dubois, F.; Lambert-Mogilansky, A. (eds.).
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Aerts, D.; Gabora, L. (2005). "A state-context-property model of concepts and their combinations I: The structure of the sets of contexts and properties".
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that have resisted traditional techniques or where traditional models seem to have reached a barrier (e.g., human memory), and modeling preferences in
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Aerts, D.; Sozzo, S. (2012). "Quantum structures in cognition: Why and how concepts are entangled". In Song, D.; Melucci, M.; Frommholz, I. (eds.).
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The liar paradox - The contextual influence of a human subject on the truth behavior of a cognitive entity is explicitly exhibited by the so-called
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Bruza, P. D.; Cole, R. J. (2005). "Quantum logic of semantic space: An exploratory investigation of context effects in practical reasoning". In
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Aerts, Diederik; Gabora, Liane; Sozzo, Sandro (September 2013). "Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought".
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Hampton, J. A. (1988). "Overextension of conjunctive concepts: Evidence for a unitary model for concept typicality and class inclusion".
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Quantum cognition models this probability-estimation scenario with quantum probability theory which always ranks sequential probability,
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Aerts, D.; Gabora, L. (2005). "A state-context-property model of concepts and their combinations II: A Hilbert space representation".
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Atmanspacher, H.; Römer, H.; Walach, H. (2002). "Weak quantum theory: Complementarity and entanglement in physics and beyond".
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Tversky, A.; Kahneman, D. (1983). "Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment".
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Concepts are basic cognitive phenomena, which provide the content for inference, explanation, and language understanding.
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Gabora, L.; Aerts, D. (2002). "Contextualizing concepts using a mathematical generalization of the quantum formalism".
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Lambert Mogiliansky, A.; Zamir, S.; Zwirn, H. (2009). "Type indeterminacy: A model of the KT (Kahneman–Tversky)-man".
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Aerts, D. (2009). "Quantum particles as conceptual entities: A possible explanatory framework for quantum theory".
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When subjects believe they lost the first round, the majority of subjects choose to play again on the second round.
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Aerts, D.; Aerts, S. (1994). "Applications of quantum statistics in psychological studies of decision processes".
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Pothos, E. M.; Busemeyer, J. R. (2013). "Can quantum probability provide a new direction for cognitive modeling".
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When subjects believe they won the first round, the majority of subjects choose to play again on the second round.
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Aerts, D.; Aerts, S.; Broekaert, J.; Gabora, L. (2000). "The violation of Bell inequalities in the macroworld".
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that Linda is feminist, a bank teller or a feminist and a bank teller, they respond with values that indicate:
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Aerts, D.; Czachor, M. (2004). "Quantum aspects of semantic analysis and symbolic artificial intelligence".
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in 2007 organized by Peter Bruza, William Lawless, C. J. van Rijsbergen, and Don Sofge as part of the 2007
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uses the mathematical formalism of quantum probability theory to model psychology phenomena when classical
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Advances in application of quantum mechanics in neuroscience and psychology: a Clifford algebraic approach
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Bond, Rachael L.; He, Yang-Hui; Ormerod, Thomas C. (2018). "A quantum framework for likelihood ratios".
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have different structure compared to classical decision trees. Data can be analyzed to see if a quantum
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in quantum physics. Similar violations of the sure-thing principle are seen in empirical studies of the
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Aerts, D.; Sozzo, S.; Tapia, J. (2014). "Identifying quantum structures in the Ellsberg paradox".
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Pothos, Emmanuel M.; Busemeyer, Jerome R.; Shiffrin, Richard M.; Yearsley, James M. (July 2017).
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Ideas for applying the formalisms of quantum theory to cognition first appeared in the 1990s by
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Aerts, D.; Broekaert, J.; Gabora, L.; Sozzo, S. (2013). "Quantum structure and human thought".
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Khrennikov, A. (2008). "The Quantum-Like Brain on the Cognitive and Subcognitive Time Scales".
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Quantum cognition can be applied to model cognitive phenomena such as
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(2006). 1971:(1&2): 192–221. 1923:(1&2): 167–191. 1629:Psychological Review 1482:Psychological Review 1331:10.1257/aer.99.1.385 419:Cognitive psychology 391:Bayesian probability 338:quantum interference 262: 217: 134: 114: 96:sure-thing principle 3353:Quantum fluctuation 3322:Quantum programming 3282:Quantum logic gates 3267:Quantum information 3247:Quantum electronics 2722:Classical mechanics 2653:"Quantum Cognition" 2651:Blutner, Reinhard. 2480:10.1017/sjp.2019.51 2288:2014IJTP...53.3587A 1766:2000quant.ph..7044A 1533:2018IJQI...1650002B 1383:2014IJTP...53.3666A 1203:Scientific American 1158:Theory and Decision 1109:(1665): 2171–2178. 602:"Quantum Cognition" 567:Quantum Bayesianism 369:decision tree model 106:Conjunction fallacy 100:question-order bias 92:disjunction fallacy 88:conjunction fallacy 3467:Cognitive modeling 3406:in popular culture 3188:Quantum algorithms 3036:Von Neumann–Wigner 3016:Objective collapse 2727:Old quantum theory 2503:Conte, E. (2012). 2210:10.1111/tops.12042 1890:10.3758/BF03197059 1179:20.500.11850/29070 983:10.1037/xge0000312 943:10.1111/tops.12043 855:10.1007/BF00208726 346:Prisoner's Dilemma 279: 248: 199: 120: 31:probability theory 3472:Cognitive science 3449: 3448: 3423:Quantum mysticism 3401:Schrödinger's cat 3332:Quantum simulator 3302:Quantum metrology 3230:Quantum computing 3193:Quantum amplifier 3170:Quantum spacetime 3135:Quantum cosmology 3125:Quantum chemistry 2840:Scattering theory 2788:Zero-point energy 2783:Degenerate levels 2691:Quantum mechanics 2533:978-90-481-3349-9 2514:978-1-61470-325-9 2458:978-1-107-01199-1 2375:(12): L123–L132. 2272:(10): 3587–3603. 2250:978-3-642-24970-9 2077:; Barringer, H.; 1668:Cognitive Science 1367:(10): 3666–3682. 1023:978-1-4020-9592-4 910:978-1-107-01199-1 882:978-3-642-42495-3 492:Andrei Khrennikov 274: 243: 239: 233: 229: 194: 177: 173: 167: 163: 146: 123:{\displaystyle P} 42:the human brain. 35:cognitive science 27:Quantum cognition 3489: 3439: 3438: 3150:Quantum geometry 3145:Quantum dynamics 3002:Superdeterminism 2898:Matrix mechanics 2753:Bra–ket notation 2684: 2677: 2670: 2661: 2660: 2656: 2647: 2624: 2595: 2576: 2558: 2556:quant-ph/0205092 2537: 2518: 2499: 2462: 2435: 2434: 2432: 2431: 2425: 2419:. Archived from 2418: 2412:Sorah, Michael. 2409: 2403: 2402: 2384: 2382:quant-ph/0309022 2364: 2358: 2357: 2339: 2333: 2332: 2314: 2308: 2307: 2281: 2261: 2255: 2254: 2236: 2230: 2229: 2203: 2183: 2177: 2176: 2148: 2142: 2141: 2123: 2103: 2097: 2096: 2070: 2064: 2063: 2055: 2046: 2045: 2027: 2025:quant-ph/0205161 2005: 1999: 1998: 1980: 1978:quant-ph/0402205 1960: 1951: 1950: 1932: 1930:quant-ph/0402207 1912: 1903: 1902: 1892: 1868: 1859: 1858: 1838: 1829: 1828: 1792: 1786: 1785: 1759: 1757:quant-ph/0007044 1750:(9): 1387–1414. 1739: 1733: 1732: 1700: 1694: 1693: 1683: 1674:(8): 1518–1552. 1659: 1653: 1652: 1641:10.1037/a0022542 1626: 1617: 1611: 1610: 1592: 1572: 1561: 1560: 1526: 1504: 1498: 1497: 1477: 1471: 1470: 1457:Kak, S. (2017). 1454: 1448: 1447: 1429: 1409: 1403: 1402: 1376: 1356: 1350: 1349: 1341: 1335: 1334: 1312: 1306: 1305: 1277: 1265: 1259: 1258: 1225: 1219: 1218: 1198: 1192: 1191: 1181: 1155: 1146: 1137: 1136: 1126: 1094: 1088: 1087: 1052: 1046: 1045: 1034: 1028: 1027: 1009: 1003: 1002: 962: 956: 955: 945: 921: 915: 914: 896: 887: 886: 868: 859: 858: 838: 832: 831: 795: 789: 788: 768: 762: 761: 741: 732: 731: 713: 693: 687: 686: 676: 644: 638: 637: 597: 522:Washington, D.C. 498:appeared in the 288: 286: 285: 280: 275: 272: 257: 255: 254: 249: 244: 241: 237: 231: 230: 227: 208: 206: 205: 200: 195: 192: 178: 175: 171: 165: 164: 161: 147: 144: 129: 127: 126: 121: 3497: 3496: 3492: 3491: 3490: 3488: 3487: 3486: 3477:Decision theory 3452: 3451: 3450: 3445: 3427: 3413:Wigner's friend 3389: 3380:Quantum gravity 3341: 3327:Quantum sensing 3307:Quantum network 3287:Quantum machine 3257:Quantum imaging 3220:Quantum circuit 3215:Quantum channel 3174: 3120:Quantum biology 3106: 3082:Elitzur–Vaidman 3057:Davisson–Germer 3040: 2992:Hidden-variable 2982:de Broglie–Bohm 2959:Interpretations 2953: 2917: 2871: 2758:Complementarity 2736: 2693: 2688: 2631: 2592: 2534: 2515: 2459: 2443: 2441:Further reading 2438: 2429: 2427: 2423: 2416: 2410: 2406: 2365: 2361: 2354: 2340: 2336: 2329: 2315: 2311: 2262: 2258: 2251: 2237: 2233: 2184: 2180: 2149: 2145: 2104: 2100: 2093: 2071: 2067: 2056: 2049: 2006: 2002: 1961: 1954: 1913: 1906: 1869: 1862: 1839: 1832: 1793: 1789: 1740: 1736: 1701: 1697: 1660: 1656: 1624: 1618: 1614: 1573: 1564: 1505: 1501: 1478: 1474: 1455: 1451: 1410: 1406: 1357: 1353: 1342: 1338: 1313: 1309: 1294:10.2307/1884324 1275: 1266: 1262: 1247:10.2307/1907921 1226: 1222: 1199: 1195: 1153: 1147: 1140: 1095: 1091: 1053: 1049: 1035: 1031: 1024: 1010: 1006: 963: 959: 922: 918: 911: 897: 890: 883: 869: 862: 839: 835: 796: 792: 769: 765: 742: 735: 711:physics/0604166 694: 690: 645: 641: 598: 587: 583: 578: 556: 480: 459: 427:neural networks 415: 377: 317: 315:Decision making 300: 295: 271: 263: 260: 259: 240: 226: 218: 215: 214: 191: 174: 160: 143: 135: 132: 131: 115: 112: 111: 108: 83: 59:decision making 39:decision theory 24: 17: 12: 11: 5: 3495: 3485: 3484: 3479: 3474: 3469: 3464: 3447: 3446: 3444: 3443: 3432: 3429: 3428: 3426: 3425: 3420: 3415: 3410: 3409: 3408: 3397: 3395: 3391: 3390: 3388: 3387: 3382: 3377: 3376: 3375: 3365: 3360: 3358:Casimir effect 3355: 3349: 3347: 3343: 3342: 3340: 3339: 3334: 3329: 3324: 3319: 3317:Quantum optics 3314: 3309: 3304: 3299: 3294: 3289: 3284: 3279: 3274: 3269: 3264: 3259: 3254: 3249: 3244: 3239: 3238: 3237: 3227: 3222: 3217: 3212: 3211: 3210: 3200: 3195: 3190: 3184: 3182: 3176: 3175: 3173: 3172: 3167: 3162: 3157: 3152: 3147: 3142: 3137: 3132: 3127: 3122: 3116: 3114: 3108: 3107: 3105: 3104: 3099: 3094: 3092:Quantum eraser 3089: 3084: 3079: 3074: 3069: 3064: 3059: 3054: 3048: 3046: 3042: 3041: 3039: 3038: 3033: 3028: 3023: 3018: 3013: 3008: 3007: 3006: 3005: 3004: 2989: 2984: 2979: 2974: 2969: 2963: 2961: 2955: 2954: 2952: 2951: 2946: 2941: 2936: 2931: 2925: 2923: 2919: 2918: 2916: 2915: 2910: 2905: 2900: 2895: 2890: 2885: 2879: 2877: 2873: 2872: 2870: 2869: 2868: 2867: 2862: 2852: 2847: 2842: 2837: 2832: 2827: 2822: 2817: 2812: 2807: 2802: 2797: 2792: 2791: 2790: 2785: 2780: 2775: 2765: 2763:Density matrix 2760: 2755: 2750: 2744: 2742: 2738: 2737: 2735: 2734: 2729: 2724: 2719: 2718: 2717: 2707: 2701: 2699: 2695: 2694: 2687: 2686: 2679: 2672: 2664: 2658: 2657: 2648: 2630: 2629:External links 2627: 2626: 2625: 2607:(3): 379–406. 2596: 2590: 2577: 2549:(3): 225–241. 2538: 2532: 2519: 2513: 2500: 2463: 2457: 2442: 2439: 2437: 2436: 2404: 2359: 2352: 2334: 2327: 2309: 2256: 2249: 2231: 2194:(4): 737–772. 2178: 2159:(3): 274–276. 2143: 2114:(4): 361–411. 2098: 2091: 2065: 2047: 2018:(4): 327–358. 2000: 1952: 1904: 1883:(6): 579–591. 1860: 1830: 1787: 1734: 1715:(2): 115–132. 1695: 1654: 1635:(2): 193–218. 1612: 1583:(5): 314–348. 1562: 1517:(1): 1850002. 1499: 1488:(4): 293–315. 1472: 1449: 1420:(5): 408–414. 1404: 1351: 1336: 1325:(1): 385–392. 1307: 1288:(4): 643–669. 1260: 1241:(4): 503–546. 1220: 1193: 1164:(3): 283–328. 1138: 1089: 1070:(5): 305–309. 1047: 1029: 1022: 1004: 977:(7): 968–987. 957: 936:(4): 672–688. 916: 909: 888: 881: 860: 833: 806:(3): 255–274. 790: 763: 752:(5): 306–313. 733: 704:(5): 349–361. 688: 659:(5): 362–377. 639: 612:(1): 749–778. 584: 582: 579: 577: 576: 570: 564: 557: 555: 552: 532:, and 2013 in 484:Diederik Aerts 479: 476: 458: 455: 450: 449: 441: 434: 414: 411: 376: 373: 365:decision trees 329: 328: 325: 316: 313: 299: 296: 294: 291: 278: 270: 267: 247: 236: 225: 222: 198: 190: 187: 184: 181: 170: 159: 156: 153: 150: 142: 139: 119: 107: 104: 102:in judgement. 82: 79: 15: 9: 6: 4: 3: 2: 3494: 3483: 3480: 3478: 3475: 3473: 3470: 3468: 3465: 3463: 3460: 3459: 3457: 3442: 3434: 3433: 3430: 3424: 3421: 3419: 3416: 3414: 3411: 3407: 3404: 3403: 3402: 3399: 3398: 3396: 3392: 3386: 3383: 3381: 3378: 3374: 3371: 3370: 3369: 3366: 3364: 3361: 3359: 3356: 3354: 3351: 3350: 3348: 3344: 3338: 3335: 3333: 3330: 3328: 3325: 3323: 3320: 3318: 3315: 3313: 3310: 3308: 3305: 3303: 3300: 3298: 3295: 3293: 3290: 3288: 3285: 3283: 3280: 3278: 3277:Quantum logic 3275: 3273: 3270: 3268: 3265: 3263: 3260: 3258: 3255: 3253: 3250: 3248: 3245: 3243: 3240: 3236: 3233: 3232: 3231: 3228: 3226: 3223: 3221: 3218: 3216: 3213: 3209: 3206: 3205: 3204: 3201: 3199: 3196: 3194: 3191: 3189: 3186: 3185: 3183: 3181: 3177: 3171: 3168: 3166: 3163: 3161: 3158: 3156: 3153: 3151: 3148: 3146: 3143: 3141: 3138: 3136: 3133: 3131: 3130:Quantum chaos 3128: 3126: 3123: 3121: 3118: 3117: 3115: 3113: 3109: 3103: 3100: 3098: 3097:Stern–Gerlach 3095: 3093: 3090: 3088: 3085: 3083: 3080: 3078: 3075: 3073: 3070: 3068: 3065: 3063: 3060: 3058: 3055: 3053: 3050: 3049: 3047: 3043: 3037: 3034: 3032: 3031:Transactional 3029: 3027: 3024: 3022: 3021:Quantum logic 3019: 3017: 3014: 3012: 3009: 3003: 3000: 2999: 2998: 2995: 2994: 2993: 2990: 2988: 2985: 2983: 2980: 2978: 2975: 2973: 2970: 2968: 2965: 2964: 2962: 2960: 2956: 2950: 2947: 2945: 2942: 2940: 2937: 2935: 2932: 2930: 2927: 2926: 2924: 2920: 2914: 2911: 2909: 2906: 2904: 2901: 2899: 2896: 2894: 2891: 2889: 2886: 2884: 2881: 2880: 2878: 2874: 2866: 2863: 2861: 2858: 2857: 2856: 2855:Wave function 2853: 2851: 2848: 2846: 2843: 2841: 2838: 2836: 2833: 2831: 2830:Superposition 2828: 2826: 2825:Quantum state 2823: 2821: 2818: 2816: 2813: 2811: 2808: 2806: 2803: 2801: 2798: 2796: 2793: 2789: 2786: 2784: 2781: 2779: 2778:Excited state 2776: 2774: 2771: 2770: 2769: 2766: 2764: 2761: 2759: 2756: 2754: 2751: 2749: 2746: 2745: 2743: 2739: 2733: 2730: 2728: 2725: 2723: 2720: 2716: 2713: 2712: 2711: 2708: 2706: 2703: 2702: 2700: 2696: 2692: 2685: 2680: 2678: 2673: 2671: 2666: 2665: 2662: 2654: 2649: 2646: 2642: 2638: 2633: 2632: 2622: 2618: 2614: 2610: 2606: 2602: 2597: 2593: 2591:1-4020-1868-1 2587: 2583: 2578: 2574: 2570: 2566: 2562: 2557: 2552: 2548: 2544: 2539: 2535: 2529: 2525: 2520: 2516: 2510: 2506: 2501: 2497: 2493: 2489: 2485: 2481: 2477: 2473: 2469: 2464: 2460: 2454: 2450: 2445: 2444: 2426:on 2017-04-04 2422: 2415: 2408: 2400: 2396: 2392: 2388: 2383: 2378: 2374: 2370: 2363: 2355: 2353:1-57586-448-7 2349: 2345: 2338: 2330: 2328:0-521-83805-3 2324: 2320: 2313: 2305: 2301: 2297: 2293: 2289: 2285: 2280: 2275: 2271: 2267: 2260: 2252: 2246: 2242: 2235: 2227: 2223: 2219: 2215: 2211: 2207: 2202: 2197: 2193: 2189: 2182: 2174: 2170: 2166: 2162: 2158: 2154: 2147: 2139: 2135: 2131: 2127: 2122: 2117: 2113: 2109: 2102: 2094: 2092:1-904987-11-7 2088: 2084: 2080: 2076: 2069: 2061: 2054: 2052: 2043: 2039: 2035: 2031: 2026: 2021: 2017: 2013: 2012: 2004: 1996: 1992: 1988: 1984: 1979: 1974: 1970: 1966: 1959: 1957: 1948: 1944: 1940: 1936: 1931: 1926: 1922: 1918: 1911: 1909: 1900: 1896: 1891: 1886: 1882: 1878: 1874: 1867: 1865: 1856: 1852: 1848: 1844: 1837: 1835: 1826: 1822: 1818: 1814: 1810: 1806: 1802: 1798: 1791: 1783: 1779: 1775: 1771: 1767: 1763: 1758: 1753: 1749: 1745: 1738: 1730: 1726: 1722: 1718: 1714: 1710: 1706: 1699: 1691: 1687: 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J. 1033: 1025: 1019: 1015: 1008: 1000: 996: 992: 988: 984: 980: 976: 972: 968: 961: 953: 949: 944: 939: 935: 931: 927: 920: 912: 906: 902: 895: 893: 884: 878: 874: 867: 865: 856: 852: 848: 844: 837: 829: 825: 821: 817: 813: 809: 805: 801: 794: 786: 782: 778: 774: 767: 759: 755: 751: 747: 740: 738: 729: 725: 721: 717: 712: 707: 703: 699: 692: 684: 680: 675: 670: 666: 662: 658: 654: 650: 643: 635: 631: 627: 623: 619: 615: 611: 607: 603: 596: 594: 592: 590: 585: 574: 573:Quantum logic 571: 568: 565: 562: 559: 558: 551: 549: 548: 543: 539: 535: 531: 527: 523: 519: 515: 511: 507: 503: 502: 497: 493: 489: 485: 475: 473: 469: 465: 454: 446: 442: 439: 435: 432: 431: 430: 428: 424: 420: 410: 408: 403: 400: 396: 392: 388: 383: 372: 370: 366: 361: 358: 354: 349: 347: 343: 339: 334: 326: 323: 322: 321: 312: 310: 304: 290: 265: 220: 211: 185: 182: 154: 151: 137: 117: 103: 101: 97: 93: 89: 78: 76: 72: 68: 64: 60: 56: 52: 48: 43: 40: 36: 32: 28: 22: 3482:Quantum mind 3160:Quantum mind 3072:Franck–Hertz 2934:Klein–Gordon 2883:Formulations 2876:Formulations 2805:Interference 2795:Entanglement 2773:Ground state 2768:Energy level 2741:Fundamentals 2705:Introduction 2644: 2641:the original 2604: 2600: 2581: 2546: 2542: 2526:. 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Index

Quantum mind
probability theory
cognitive science
decision theory
information processing
human brain
language
decision making
human memory
concepts
judgment
perception
conjunction fallacy
disjunction fallacy
sure-thing principle
question-order bias
Niels Bohr
quantum interference
double-slit experiment
Prisoner's Dilemma
Allais
Ellsberg
decision trees
decision tree model
Bayesian probability
von Neumann
Kolmogorov
liar paradox
Cognitive psychology
understanding concepts

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