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Journal ArticleDOI

On the Problem of Hidden Variables in Quantum Mechanics

John S. Bell1
01 Jul 1966-Reviews of Modern Physics (American Physical Society)-Vol. 38, Iss: 3, pp 447-452
TL;DR: The demonstrations of von Neumann and others, that quantum mechanics does not permit a hidden variable interpretation, are reconsidered in this article, and it is shown that their essential axioms are unreasonable.
Abstract: The demonstrations of von Neumann and others, that quantum mechanics does not permit a hidden variable interpretation, are reconsidered. It is shown that their essential axioms are unreasonable. It is urged that in further examination of this problem an interesting axiom would be that mutually distant systems are independent of one another.

Summary (2 min read)

Introduction

  • Youth presenting for mental health care often have multiple symptoms and diagnoses, complicating the prescription of targeted treatment interventions.
  • Indeed, recent examinations of data-rich brain connectivity images reveal meaningful associations between brain function and such data-driven, symptom-based classifications.

Participants and Measures

  • The sample also included subjects who had a first-degree relative with bipolar disorder (“at risk” AR, n=35), and those with no psychopathology (healthy volunteers, HV, n=46).
  • The copyright holder for this preprint (which wasthis version posted November 8, 2019.
  • Thus, the current study contains data in an additional 112 subjects, beyond those appearing in this prior imaging paper.
  • Comparisons among samples and results of this study, Kircanski et al, (2017) and Stoddard et al, (2017) are detailed in Supplementary Materials and Methods.

Latent Profile Analysis

  • As in their original LPA (Kircanski et al, 2017), manifest variables in the LPA were separate parent- and child-reported ARI and SCARED scores, but only self-reported CDI and parent-reported CPRS scores.
  • To be included in the LPA, a measure must have been collected within 60 days of scanning.
  • As described in the introduction, the original analysis yielded a 5-class solution.
  • Neural Response by Symptom Dimensions Differences in the number of classes reflect differences in the samples included in the current, vs. the original, LPA (Supplementary Materials and Methods).

Probability of Class Assignment

  • Individuals differ in the in their goodness of fit to the classes identified by the group analysis (Figure 1).
  • Mixture modeling, like the LPA used here, can account for this individual variation by providing the probability of an individual’s assignment to each class.
  • Also, by using the probability of class assignment in their analysis, the authors can weigh the influence of each person on the results, making the analysis dimensional and hence more powerful.
  • The authors denote this as Pclass overall or, for for use under a CC0 license.
  • FMRI Task During fMRI, participants labelled the gender of happy, angry, and fearful face- emotion pictures from 10 actors (Ekman and Friesen, 1976).

Imaging Procedures

  • Magnetic resonance images (MRI) were acquired on a General Electric 3.0 Tesla scanner with a 32-channel head coil.
  • This work used the computational resources of the NIH HPC Biowulf cluster (http://hpc.nih.gov).
  • The copyright holder for this preprint (which wasthis version posted November 8, 2019.
  • EPI images were processed by removing the first four pre-magnetization volumes, limiting each voxel’s BOLD signal to four standard deviations from the mean trend of its time series, correcting for slice timing, affine volume to volume and volume to anatomic registration, smoothing using a 5 mm FWHM Gaussian kernel, and scaling to a mean of 100.
  • Subjects were excluded if more than 15% of their volumes were censored or their mean censored volume to volume Euclidean displacement was more than or equal to 0.2mm (Table S1).

Analyses

  • The ANOVA tested the fully interactive effects of each Probability of Class Assignment with Emotion and Intensity, except that no term could include an interaction between two or more .
  • It is not subject to copyright under 17 USC 105 and is also made available not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.
  • For further descriptive analysis of each functional ROI, mean values of connectivity at each emotion by intensity were extracted via AFNI’s 3dROIstat.
  • Any result no longer significant when influential subjects were removed was not reported.

Unique Associations of Amygdala Connectivity to Symptom Classes

  • For regions showing unique associations between each symptom class and amygdala connectivity, see Table 2 and Figure 2.
  • Increasing PIrr/ADHD was associated with decreased connectivity in response to 150% fearful and 150% angry faces, both relative to 150% happy (all p’s <.001).
  • PIrr/ADHD also interacted with intensity to influence right amygdala connectivity to the bilateral precuneus (F1,1688=9.8, p<.001).
  • Post hoc contrasts showed this interaction was significant at 50% intensity only.
  • Post hoc analyses assessing the effects of medication for all regions of interest are presented in Table S3.

Discussion

  • In a large, transdiagnostic clinical sample of youth, the authors aimed to identify neural correlates of empirically-defined symptom profiles.
  • The copyright holder for this preprint (which wasthis version posted November 8, 2019.
  • Page 15 of 27 is novel in applying task-based functional connectivity to validate a person-centered clustering of symptoms, which extends (Kircanski et al, 2017).
  • Altogether, these studies converge to implicate aberrant amygdala function to clinical presentations involving both irritability and ADHD symptoms.
  • It is not subject to copyright under 17 USC 105 and is also made available not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.

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SLAC-PUB-44
August
1964
ON THE PROBLEM OF HIDDEN VARIABLES IN QUANTUM M3XANICS*
J. S. Bell
f
Stanford Linear Accelerator Center
Stanford University, Stanford, California
ABSTRACT
The demonstrations of von Neumann and others, that quantum
mechanics does not permit a hidden variable interpretation, are
reconsidered.
It is shown that their essential axioms are un-
reasonable. It is urged that in further examination of this
problem an interesting axiom would be that mutually distant
systems are independent of one another.
qork supported by U. S. Atomic Energy Commission.
f
On leave of absence from CERN.
-l-

I.
INTRODUCTION
To know the quantum mechanical state of a system implies, in general, only
statistical restrictions on the results of measurements.
It seems interesting
t.o ask if this statistical element be thought of as arising, as in classical
statistical mechanics,
because the states in question are averages over better
defined states for which individually the results would be quite determined.
These hypothetical "dispersion free
M states would be specified not only by the
quantum mechanical state vector but also by additional "hidden variables" -
"hidden"because if states with prescribed values of these variables could
actually be prepared, quantum mechanics would be observably inadequate.
Whether this question is indeed interesting has been the subject of debate.ly2
The present paper does not contribute to that debate.
It is addressed to those
who do find the question interesting,
and more particularly to those among them
who believe that' "the question concerning,the existence of such hidden vari-
ables received an early and rather decisive answer in the form of von Neumann's
proof on the mathematical impossibility of such variables in quantum theory."
An attempt will be made to clarify what von Neumann and his successors actually
demonstrated.
This will cover, as well as von Neumann's treatment, the recent
version of the argument by Jauch and Piron, and the stronger result consequent
on the work of Gleason.*
It will be urged that these analyses leave the real
question untouched. In fact it will be seen that these demonstrations require
from the hypothetical dispersion free states,
not only that appropriate
ensembles thereof should have all measurable properties of quantum mechanical
states, but certain other properties as well.
These additional demands appear
reasonable when results of measurement are loosely identified with properties
-2-

of isolated systems.
They are seen to be quite unreasonable when one
remembers with Bohr5 "the impossibility of any sharp distinction between
the behavior of atomic objects and the interaction with the measuring in-
struments which serve to define the conditions under which the phenomena
appear."
The realization that von Neumann's proof is of limited relevance has been
gaining ground since the 1952 work of Bohm.'
However it is far from universal.
Moreover the writer has not found in the literature any adequate analysis of
what went wrong.7
Like all authors of non-commissioned reviews he thinks
that he can restate the position with such clarity and simplicity that all
previous discussions will be eclipsed.
II. ASSUMF'TIONS, AND A SIMPLE EXAMPLE
The authors of the demonstrations to be reviewed were concerned to assume
as little as possible about quantum mechanics.
This is valuable for some.
purposes, but not for ours.
We are interested only in the possibility of
hidden variables in ordinary quantum mechanics,
and will use freely all the -
usual notions.
Thereby the demonstrations will be substantially shortened.
A quantum mechanical "system" is supposed to have "observables" represented
by Hermitian operators in,a complex linear vector space.
Every "measurement"
of an observable yields one of the eigenvalues of the corresponding operator.
Observables with commuting operators can be measured simultaneously.g A
quantum mechanical "state"
is represented by a vector in the linear state
space. For a state vector
J# the statistical expectation value of an
-3-

observable with operator
0 is the normalized inner product ($,O$)/($,$).
The question at issue is whether the quantum mechanical states can be
regarded as ensemblks of states further specified by additional variable's,
such that given values of these variables together with the state vector
determine precisely the results of individual measurements.
These hypo-
thetical well-specified states are said to be "dispersion free."
In the following discussion it will be useful to keep in mind as a simple
example a system with a 2-dimensional state space.
Consider for definiteness
a spin-
2 particle without translational motion.
A quantum mechanical state
is represented by a 2-component state vector, or spinor, $r.
The observables
are represented by 2 x 2 Hermitian matrices
a+p - 5
Fsr
where a is a real number, k a real vector, and 2
Pauli matrices; Q: is understood to multiply the unit
such an observable yields one of the eigenvalues
cl*
I I
&
with relative probabilities that can be inferred from
the expectation value
(1)
has for components the
matrix.
Measurement of
(2)
For this system a hidden variable scheme can be supplied as follows: The
dispersion, free states are specified by a real number A, in the interval
1
1
--
<A<-
2 - -2'
as well as the spinor q .
To describe how A determines
which eigenvalue the measurement gives,
we note that by a rotation of co-
ordinates $
can be brought to the form

Let DxY By’ B,’
be the components of @
in the new coordinate system.
Then
A
measurement of Q: + &
* z, on the state specified by $ and h results with
certainty in the eigenvalue
a + 111 sign (h IL1 + ;I BzI) sign X
(3)
where
x=p
Z.
if p, # 0
=
PX
if p, = 0,
B, + 0
= By
if $, = 0,
and B, = 0
and
sign X = +l
if X>O
=
-1 if XC0
The quantum mechanical state specified by Jr is obtained by uniform averaging
over A. This gives the expectation value
as required.
It should be stressed that no physical significance is attributed here to
the parameter h. All that is offered is a trivial example of a possibility
which von Neumann's reasoning was for long thought to exclude.
-5-

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Cites background from "On the Problem of Hidden Variables ..."

  • ...(68)] and the Clauser-Horne-Shimony-Holt (CHSH) form of Bell’s inequality (Bell, 1964; Clauser et al., 1969; Clauser and Shimony, 1978; Zeilinger, 1999):...

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  • ...In his 1991 paper Ekert suggested basing the security of this two-qubit protocol on Bell’s inequality, an inequality which demonstrates that some correlations predicted by quantum mechanics cannot be reproduced by any local theory (Bell, 1964)....

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  • ...In his 1991 paper Artur Ekert suggested to base the security of this 2-qubit protocol on Bell’s inequality, an inequality which demonstrates that some correlation predicted by quantum mechanics can’t be reproduced by any local theory (Bell 1964)....

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References
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Journal ArticleDOI
01 Nov 1964-Physics
TL;DR: In this article, it was shown that even without such a separability or locality requirement, no hidden variable interpretation of quantum mechanics is possible and that such an interpretation has a grossly nonlocal structure, which is characteristic of any such theory which reproduces exactly the quantum mechanical predictions.
Abstract: THE paradox of Einstein, Podolsky and Rosen [1] was advanced as an argument that quantum mechanics could not be a complete theory but should be supplemented by additional variables These additional variables were to restore to the theory causality and locality [2] In this note that idea will be formulated mathematically and shown to be incompatible with the statistical predictions of quantum mechanics It is the requirement of locality, or more precisely that the result of a measurement on one system be unaffected by operations on a distant system with which it has interacted in the past, that creates the essential difficulty There have been attempts [3] to show that even without such a separability or locality requirement no "hidden variable" interpretation of quantum mechanics is possible These attempts have been examined elsewhere [4] and found wanting Moreover, a hidden variable interpretation of elementary quantum theory [5] has been explicitly constructed That particular interpretation has indeed a grossly nonlocal structure This is characteristic, according to the result to be proved here, of any such theory which reproduces exactly the quantum mechanical predictions

10,253 citations

Journal ArticleDOI
TL;DR: In this paper, the theory of measurements is to be understood from the point of view of a physical interpretation of the quantum theory in terms of hidden variables developed in a previous paper.
Abstract: In this paper, we shall show how the theory of measurements is to be understood from the point of view of a physical interpretation of the quantum theory in terms of hidden variables developed in a previous paper. We find that in principle, these \"hidden\" variables determine the precise results of each individual measurement process. In practice, however, in measurements that we now know how to carry out, the observing apparatus disturbs the observed system in an unpredictable and uncontrollable way, so that the uncertainty principle is obtained as a practical limitation on the possible precision of measurements. This limitation is not, however, inherent in the conceptual structure of our interpretation. We shall see, for example, that simultaneous measurements of position and momentum having unlimited precision would in principle be possible if, as suggested in the previous paper, the mathematical formulation of the quantum theory needs to be modined at very short distances in certain ways that are consistent with our interpretation but not with the usual interpretation. We give a simple explanation of the origin of quantum-mechanical correlations of distant objects in the hypothetical experiment of Einstein, Podolsky, and Rosen, which was suggested by these authors as a criticism of the usual interpretation. Finally, we show that von Neumann's proof that quantum theory is not consistent with hidden variables does not apply to our interpretation, because the hidden variables contemplated here depend both on the state of the measuring apparatus and the observed system and therefore go beyond certain of von 1umann's assumptions. In two appendixes, we treat the problem oi the electromagnetic field in our interpretation and answer certain additional objections which have arisen in the attempt to give a precise description for an individual system at the quantum level.

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TL;DR: In this article, the standard theory of measurements in quantum mechanics is reviewed with special emphasis on the conceptual and epistemological implications of quantum measurement systems, and it is concluded that the standard quantum theory remains the only one which is compatible with present quantum mechanics.
Abstract: The standard theory of measurements in quantum mechanics is reviewed with special emphasis on the conceptual and epistemological implications. It is concluded that the standard theory remains the only one which is compatible with present quantum mechanics. Hence, if one wants to avoid the conclusion that quantum mechanics only gives probability connections between subsequent observations, the quantum-mechanical equations would have to be modified. Particular attention is paid to the case that the measuring apparatus is macroscopic and its state vector not accurately known before the measurement.

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TL;DR: A brief review of the physical significance of the paradox of Einstein, Rosen, and Podolsky is given, and it is shown that it involves a kind of correlation of the properties of distant noninteracting systems, which is quite different from previously known kinds of correlation as discussed by the authors.
Abstract: A brief review of the physical significance of the paradox of Einstein, Rosen, and Podolsky is given, and it is shown that it involves a kind of correlation of the properties of distant noninteracting systems, which is quite different from previously known kinds of correlation. An illustrative hypothesis is considered, which would avoid the paradox, and which would still be consistent with all experimental results that have been analyzed to date. It is shown, however, that there already is an experiment whose significance with regard to this problem has not yet been explicitly brought out, but which is able to prove that this suggested resolution of the paradox (as well as a very wide class of such resolutions) is not tenable. Thus, this experiment may be regarded as the first clear empirical proof that the aspects of the quantum theory discussed by Einstein, Rosen, and Podolsky represent real properties of matter.

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Frequently Asked Questions (1)
Q1. What are the contributions in this paper?

The demonstrations of von Neumann and others, that quantum mechanics does not permit a hidden variable interpretation, are reconsidered this paper.