Lecture 06 · Entanglement

Entanglement, Tensor Products & EPR Correlations

Composite quantum systems and the tensor product, the definition of entanglement as a non-product state, the singlet and triplet states, EPR anti-correlations, why entanglement cannot transmit signals, and the structure of wave function collapse for bipartite systems.

Part I — Composite Systems and the Tensor Product

When two independent quantum systems are combined, the mathematics requires a new construction. Let Alice's system have state space $\mathcal{H}_A$ of dimension $N_A$ and Bob's have $\mathcal{H}_B$ of dimension $N_B$. The combined state space is the tensor product:

Tensor Product Space
$$\mathcal{H}_{AB} = \mathcal{H}_A \otimes \mathcal{H}_B, \qquad \dim(\mathcal{H}_{AB}) = N_A \times N_B$$

A product state is written $|a\rangle \otimes |b\rangle$ (also $|a\rangle|b\rangle$ or $|ab\rangle$). For two spin-$\tfrac{1}{2}$ particles, the four-dimensional basis is:

$$\{|uu\rangle,\;|ud\rangle,\;|du\rangle,\;|dd\rangle\}$$

where the first label belongs to Alice and the second to Bob. The most general two-spin state is:

$$|\psi\rangle = \alpha_{uu}|uu\rangle + \alpha_{ud}|ud\rangle + \alpha_{du}|du\rangle + \alpha_{dd}|dd\rangle$$

with normalization $|\alpha_{uu}|^2+|\alpha_{ud}|^2+|\alpha_{du}|^2+|\alpha_{dd}|^2=1$. Operators on the combined space act as tensor products: $(A\otimes B)(|a\rangle\otimes|b\rangle) = (A|a\rangle)\otimes(B|b\rangle)$.

Part II — Entangled States: What They Are

A state $|\psi\rangle \in \mathcal{H}_A\otimes\mathcal{H}_B$ is a product state if it can be written as $|a\rangle\otimes|b\rangle$ for some $|a\rangle\in\mathcal{H}_A$ and $|b\rangle\in\mathcal{H}_B$. In this case Alice's and Bob's subsystems have independent states.

A state is entangled if it cannot be written as any product — the correlations between the two subsystems are non-factorizable. For a two-qubit state written with coefficient matrix $M$ where $(M)_{ij} = \alpha_{ij}$ (rows $=$ Alice's index, columns $=$ Bob's index), there is a simple test:

A two-qubit state is a product state if and only if $\det(M) = 0$. If $\det(M) \neq 0$, it is entangled.

Example — entangled: $\tfrac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$ has $M = \tfrac{1}{\sqrt{2}}\bigl(\begin{smallmatrix}0&1\\-1&0\end{smallmatrix}\bigr)$, so $\det(M) = -\tfrac{1}{2} \neq 0$.

Example — product state: $\tfrac{1}{2}(|uu\rangle+|ud\rangle+|du\rangle+|dd\rangle) = |r\rangle_A\otimes|r\rangle_B$ has $M = \tfrac{1}{2}\bigl(\begin{smallmatrix}1&1\\1&1\end{smallmatrix}\bigr)$, so $\det(M)=0$.

Part III — The Singlet and Triplet States

The four two-spin basis states organize into angular momentum multiplets. Under total angular momentum classification:

Triplet states (symmetric, total spin $S=1$):

$$|T_1\rangle = |uu\rangle \quad (S_z=+1), \qquad |T_0\rangle = \frac{1}{\sqrt{2}}(|ud\rangle+|du\rangle) \quad (S_z=0), \qquad |T_{-1}\rangle = |dd\rangle \quad (S_z=-1)$$

Singlet state (antisymmetric, total spin $S=0$):

Singlet State
$$|\text{sing}\rangle = \frac{1}{\sqrt{2}}\!\left(|ud\rangle - |du\rangle\right)$$

The singlet has a remarkable property: it is rotationally invariant. In any basis defined by a unit vector $\hat{n}$, it takes the same form:

$$|\text{sing}\rangle = \frac{1}{\sqrt{2}}\!\left(|{+}_n\rangle|{-}_n\rangle - |{-}_n\rangle|{+}_n\rangle\right)$$

This follows because the singlet transforms as the $S=0$ representation of $SU(2)$ — the trivial representation that maps every rotation to the identity. The total spin satisfies $S_{\text{tot}}|\text{sing}\rangle = 0$.

Part IV — EPR Correlations

Alice and Bob separate and each holds one spin from a singlet pair. When Alice measures $\sigma_z$:

  • If she gets $+1$, her spin collapses to $|u\rangle$, and Bob's spin instantly collapses to $|d\rangle$.
  • If she gets $-1$, Bob's spin collapses to $|u\rangle$.
  • Joint probabilities: $P(+1,+1)=0$, $P(+1,-1)=\tfrac{1}{2}$, $P(-1,+1)=\tfrac{1}{2}$, $P(-1,-1)=0$.

Perfect anti-correlation: whenever Alice measures $+1$, Bob measures $-1$, and vice versa. The two outcomes always disagree.

For measurements along general directions $\hat{n}_A$ and $\hat{n}_B$, the singlet gives the correlation function:

Singlet Correlation Function
$$\langle\sigma_A(\hat{n})\,\sigma_B(\hat{m})\rangle_{\text{sing}} = -\hat{n}\cdot\hat{m}$$

Same direction ($\hat{n}=\hat{m}$): $C=-1$ (perfect anti-correlation). Perpendicular ($\hat{n}\perp\hat{m}$): $C=0$ (no correlation). Opposite ($\hat{m}=-\hat{n}$): $C=+1$ (perfect correlation).

Part V — Why EPR Doesn't Violate Causality

Einstein, Podolsky, and Rosen (1935) found the instantaneous collapse unsettling — "spooky action at a distance." The crucial question: does Alice's measurement transmit information to Bob?

Consider Bob's perspective before and after Alice measures. Bob's reduced state is described by the density matrix $\rho_B = \text{Tr}_A(|\text{sing}\rangle\langle\text{sing}|) = \tfrac{1}{2}I$ — the maximally mixed state.

Regardless of what Alice does (or whether she measures at all), Bob's marginal statistics are:

$$P(\text{Bob}=+1) = \frac{1}{2}, \qquad P(\text{Bob}=-1) = \frac{1}{2} \quad \text{(always)}$$

If Alice gets $+1$ (probability $\tfrac{1}{2}$), Bob has $|d\rangle$. If Alice gets $-1$ (probability $\tfrac{1}{2}$), Bob has $|u\rangle$. But without knowing Alice's result, Bob's effective density matrix is still $\tfrac{1}{2}|u\rangle\langle u|+\tfrac{1}{2}|d\rangle\langle d|=\tfrac{1}{2}I$. Indistinguishable from before.

This is the no-communication theorem: quantum correlations alone cannot transmit information. A classical channel is required to compare results and reveal the correlations.

Part VI — Product vs Entangled States: Measurable Difference

For a product state $|a\rangle\otimes|b\rangle$, all joint probabilities factorize:

$$P(\text{Alice}=a,\,\text{Bob}=b) = P(\text{Alice}=a)\cdot P(\text{Bob}=b)$$

Alice's and Bob's outcomes are statistically independent — knowing one tells you nothing about the other.

For an entangled state, joint probabilities do not factorize in general. The correlation function $C(\hat{n}_A,\hat{n}_B)$ depends on both measurement axes simultaneously — this is only possible when the two subsystems share quantum correlations.

Could classical hidden variables explain the correlations? A classical system with shared randomness (a pre-agreed strategy) satisfies:

$$|C(\hat{a},\hat{b}) + C(\hat{a},\hat{b}') + C(\hat{a}',\hat{b}) - C(\hat{a}',\hat{b}')| \leq 2 \quad \text{(Bell inequality)}$$

Quantum mechanics predicts violations of this bound — up to $2\sqrt{2}$ for the singlet (Tsirelson's bound). This is Bell's theorem, explored in Lecture 8.

Part VII — Wave Function Collapse in Entangled Systems

Before Alice measures, the composite state is $\tfrac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$ — a single entangled state of the joint system. There is no individual state for Alice's spin alone.

When Alice measures $\sigma_z$ and obtains $+1$:

$$\frac{1}{\sqrt{2}}(|ud\rangle-|du\rangle) \;\xrightarrow{\text{Alice gets }+1}\; |u\rangle_A\otimes|d\rangle_B$$

The post-measurement state is a product state: the entanglement is destroyed. Bob's spin is now definitively $|d\rangle$. The collapse acts on the entire composite state, not just Alice's component.

Key points about the collapse:

ScenarioAlice's stateBob's stateJoint state
Before any measurementNo definite state (mixed $\rho=\tfrac{1}{2}I$)No definite state (mixed $\rho=\tfrac{1}{2}I$)Singlet $\frac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$
Alice measures, gets $+1$$|u\rangle$ (definite)$|d\rangle$ (definite)Product $|u\rangle|d\rangle$
Alice measures, gets $-1$$|d\rangle$ (definite)$|u\rangle$ (definite)Product $|d\rangle|u\rangle$

Bob cannot tell which row he is in without classical communication from Alice. But once Alice communicates her result, Bob knows his spin with certainty.

Exercises — Lecture 6

Eight exercises covering tensor products, entanglement detection, the singlet state, EPR correlations, no-signaling, Bell states, and rotational invariance. Click any exercise to reveal the full worked solution.

1
Tensor Product State
EasyTensor Product

Show that the state $\dfrac{1}{2}(|uu\rangle+|ud\rangle+|du\rangle+|dd\rangle)$ is a product state by factoring it explicitly as $|\psi_A\rangle\otimes|\psi_B\rangle$.

Complete Solution
factor

Expand the tensor product $\tfrac{1}{\sqrt{2}}(|u\rangle+|d\rangle)\otimes\tfrac{1}{\sqrt{2}}(|u\rangle+|d\rangle)$:

$$\frac{1}{\sqrt{2}}(|u\rangle+|d\rangle)\otimes\frac{1}{\sqrt{2}}(|u\rangle+|d\rangle) = \frac{1}{2}(|uu\rangle+|ud\rangle+|du\rangle+|dd\rangle) \checkmark$$
identify
Answer
The state equals $|r\rangle_A\otimes|r\rangle_B$ — both spins pointing right along the $x$-axis. It is a product state with zero entanglement. The coefficient matrix is $M=\tfrac{1}{2}\bigl(\begin{smallmatrix}1&1\\1&1\end{smallmatrix}\bigr)$, and $\det(M)=\tfrac{1}{4}-\tfrac{1}{4}=0$ ✓.
2
Normalization of the Singlet
EasySinglet State

Verify that $|\text{sing}\rangle = \dfrac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$ is normalized, i.e., $\langle\text{sing}|\text{sing}\rangle = 1$.

Complete Solution
expand
$$\langle\text{sing}|\text{sing}\rangle = \frac{1}{2}\!\left(\langle ud|-\langle du|\right)\!\left(|ud\rangle-|du\rangle\right)$$
$$= \frac{1}{2}\!\left(\langle ud|ud\rangle - \langle ud|du\rangle - \langle du|ud\rangle + \langle du|du\rangle\right) = \frac{1}{2}(1 - 0 - 0 + 1) = 1 \checkmark$$
cross terms

The cross terms vanish because $|ud\rangle$ and $|du\rangle$ are orthogonal basis states of the four-dimensional two-qubit space: $\langle ud|du\rangle = \langle u|d\rangle\langle d|u\rangle = 0\cdot 0 = 0$.

3
EPR: Anti-correlation
MediumEPR

Alice and Bob share $|\text{sing}\rangle = \tfrac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$. Alice measures $\sigma_z$ on her spin.

(a) Show that $P(\text{Alice}=+1) = \tfrac{1}{2}$ and $P(\text{Alice}=-1) = \tfrac{1}{2}$.

(b) If Alice gets $+1$, what is the post-measurement state? What does Bob measure with certainty?

(c) Compute $P(\text{Alice}=+1,\,\text{Bob}=+1)$ — the joint probability.

Complete Solution
a

Alice getting $+1$ projects onto $|u\rangle_A$. The coefficient of $|u\rangle_A$ in the singlet comes from $|ud\rangle$:

$$P(\text{Alice}=+1) = \left|\frac{1}{\sqrt{2}}\right|^2 = \frac{1}{2}$$

Alice getting $-1$ projects onto $|d\rangle_A$, coefficient from $-|du\rangle$:

$$P(\text{Alice}=-1) = \left|\frac{-1}{\sqrt{2}}\right|^2 = \frac{1}{2} \checkmark$$
b

Projecting onto $|u\rangle_A$ extracts the $|ud\rangle$ term and renormalizes: the post-measurement state is $|ud\rangle = |u\rangle_A\otimes|d\rangle_B$. Bob's spin is $|d\rangle$, so measuring $\sigma_z$ gives $-1$ with certainty.

c

The amplitude for both Alice and Bob measuring $+1$ is the coefficient of $|uu\rangle$ in the singlet — which is zero:

$$P(+1,+1) = |\langle uu|\text{sing}\rangle|^2 = |0|^2 = 0$$
Summary
$P(+1,+1)=P(-1,-1)=0$; $P(+1,-1)=P(-1,+1)=\tfrac{1}{2}$. Alice and Bob always get opposite results — perfect anti-correlation.
4
Entanglement Detection
MediumEntanglement

Use the determinant test to determine whether each state is entangled. Write the coefficient matrix $M$ with $(M)_{ij}=\alpha_{ij}$ and compute $\det(M)$.

(a) $\dfrac{1}{\sqrt{2}}(|uu\rangle+|dd\rangle)$ — the Bell state $|\Phi^+\rangle$

(b) $\dfrac{1}{2}(|uu\rangle+|ud\rangle+|du\rangle+|dd\rangle)$

Complete Solution
a

Coefficient matrix: $\alpha_{uu}=\tfrac{1}{\sqrt{2}}$, $\alpha_{ud}=0$, $\alpha_{du}=0$, $\alpha_{dd}=\tfrac{1}{\sqrt{2}}$:

$$M = \begin{pmatrix}1/\sqrt{2}&0\\0&1/\sqrt{2}\end{pmatrix}, \qquad \det(M) = \frac{1}{\sqrt{2}}\cdot\frac{1}{\sqrt{2}} - 0 = \frac{1}{2} \neq 0$$

Entangled. This is the Bell state $|\Phi^+\rangle$ — Alice and Bob are perfectly correlated (same outcome) when measuring along $z$.

b
$$M = \begin{pmatrix}1/2&1/2\\1/2&1/2\end{pmatrix}, \qquad \det(M) = \frac{1}{4} - \frac{1}{4} = 0$$
Result
(a) $\det=\tfrac{1}{2}\neq 0$ → ENTANGLED (Bell state). (b) $\det=0$ → PRODUCT STATE ($|r\rangle_A\otimes|r\rangle_B$). ✓
5
Correlation Function
MediumEPR Correlations

For the singlet, $\langle\sigma_A(\hat{n})\,\sigma_B(\hat{m})\rangle = -\hat{n}\cdot\hat{m}$. Evaluate this for three measurement choices:

(a) Alice and Bob both measure along $\hat{z}$.

(b) Alice measures along $\hat{z}$, Bob along $\hat{x}$.

(c) Alice measures along $\hat{z}$, Bob along $-\hat{z}$.

Complete Solution
a
$$\hat{n}=\hat{m}=\hat{z}: \quad C = -\hat{z}\cdot\hat{z} = -1$$

Perfect anti-correlation: whenever Alice measures $+1$, Bob measures $-1$, and vice versa. They always disagree.

b
$$\hat{n}=\hat{z},\;\hat{m}=\hat{x}: \quad C = -\hat{z}\cdot\hat{x} = 0$$

No correlation: Alice's $\sigma_z$ result gives no information about Bob's $\sigma_x$ result.

c
$$\hat{n}=\hat{z},\;\hat{m}=-\hat{z}: \quad C = -\hat{z}\cdot(-\hat{z}) = +1$$
Interpretation
When Bob measures along the opposite direction to Alice, they always agree. This makes sense: "spin-up along $z$" and "spin-up along $-z$" are opposite, so anti-correlation in opposite directions registers as positive correlation. ✓
6
No-Signaling
MediumNo-Communication

Bob holds one qubit from a singlet pair. Show that Bob's marginal distribution for $\sigma_z$ is identical whether Alice has measured her qubit (along $\sigma_z$, discarding the result without telling Bob) or not.

Complete Solution
before Alice

Bob's reduced density matrix is $\rho_B = \text{Tr}_A(|\text{sing}\rangle\langle\text{sing}|) = \tfrac{1}{2}I$.

$$P(\text{Bob}=+1) = \text{Tr}(\rho_B\,|u\rangle\langle u|) = \frac{1}{2}, \qquad P(\text{Bob}=-1) = \frac{1}{2}$$
after Alice

Alice gets $+1$ (prob $\tfrac{1}{2}$) → Bob's spin is $|d\rangle$. Alice gets $-1$ (prob $\tfrac{1}{2}$) → Bob's spin is $|u\rangle$. Averaging over Alice's unknown result:

$$\rho_B^{(\text{after})} = \frac{1}{2}|d\rangle\langle d| + \frac{1}{2}|u\rangle\langle u| = \frac{1}{2}I$$
Conclusion
$\rho_B$ is exactly $\tfrac{1}{2}I$ in both cases. Bob's statistics are completely unchanged. Alice's measurement — regardless of her choice of axis or whether she measures at all — cannot be detected by Bob alone. No signal is transmitted. ✓
7
Bell State Orthonormality
HardBell States

The four Bell states are:

$$|\Phi^\pm\rangle = \frac{1}{\sqrt{2}}(|uu\rangle\pm|dd\rangle), \qquad |\Psi^\pm\rangle = \frac{1}{\sqrt{2}}(|ud\rangle\pm|du\rangle)$$

(a) Show all four are normalized.

(b) Show $\langle\Phi^+|\Psi^-\rangle = 0$.

(c) Show these four states form a complete basis for the two-qubit space $\mathbb{C}^4$.

Complete Solution
a

Each Bell state is $\tfrac{1}{\sqrt{2}}$ times a sum of two orthonormal basis states. The squared norms of the two pieces are $\tfrac{1}{2}$ each, and cross terms vanish by orthogonality of basis states:

$$\langle\Phi^+|\Phi^+\rangle = \frac{1}{2}(\langle uu|uu\rangle + \langle dd|dd\rangle + 0 + 0) = \frac{1}{2}(1+1) = 1 \checkmark$$

Same argument applies to $|\Phi^-\rangle$, $|\Psi^+\rangle$, $|\Psi^-\rangle$.

b
$$\langle\Phi^+|\Psi^-\rangle = \frac{1}{2}(\langle uu|+\langle dd|)(|ud\rangle-|du\rangle) = \frac{1}{2}(\underbrace{\langle uu|ud\rangle}_{0}-\underbrace{\langle uu|du\rangle}_{0}+\underbrace{\langle dd|ud\rangle}_{0}-\underbrace{\langle dd|du\rangle}_{0}) = 0 \checkmark$$
c

The four computational basis vectors can each be recovered from the Bell states. For example:

$$|uu\rangle = \frac{1}{\sqrt{2}}(|\Phi^+\rangle+|\Phi^-\rangle), \quad |dd\rangle = \frac{1}{\sqrt{2}}(|\Phi^+\rangle-|\Phi^-\rangle)$$
$$|ud\rangle = \frac{1}{\sqrt{2}}(|\Psi^+\rangle+|\Psi^-\rangle), \quad |du\rangle = \frac{1}{\sqrt{2}}(|\Psi^+\rangle-|\Psi^-\rangle)$$
Conclusion
Four orthonormal vectors in $\mathbb{C}^4$ span the space (dimension equals the number of vectors). The Bell states form a complete orthonormal basis — the Bell basis, which plays a central role in quantum teleportation and entanglement theory.
8
Singlet Rotational Invariance
HardSymmetry

Prove that the singlet state $\tfrac{1}{\sqrt{2}}(|ud\rangle-|du\rangle)$ is invariant under simultaneous rotation of both spins around the $z$-axis by angle $\theta$.

Use: $|u\rangle\to e^{-i\theta/2}|u\rangle$, $|d\rangle\to e^{+i\theta/2}|d\rangle$ under $z$-rotation.

Complete Solution
transform basis states

Under simultaneous $z$-rotation of both spins, the two-particle basis states transform as:

$$|ud\rangle = |u\rangle_A\otimes|d\rangle_B \;\to\; e^{-i\theta/2}|u\rangle_A\otimes e^{+i\theta/2}|d\rangle_B = e^{-i\theta/2+i\theta/2}|ud\rangle = |ud\rangle$$
$$|du\rangle = |d\rangle_A\otimes|u\rangle_B \;\to\; e^{+i\theta/2}|d\rangle_A\otimes e^{-i\theta/2}|u\rangle_B = e^{+i\theta/2-i\theta/2}|du\rangle = |du\rangle$$
apply to singlet

The phases cancel for both terms because the two spins in $|ud\rangle$ and $|du\rangle$ are opposite (one up, one down), so their phase factors multiply to $e^0=1$:

$$|\text{sing}\rangle = \frac{1}{\sqrt{2}}(|ud\rangle-|du\rangle) \;\to\; \frac{1}{\sqrt{2}}(|ud\rangle-|du\rangle) = |\text{sing}\rangle$$
Conclusion
The singlet is exactly unchanged (not just up to global phase) under $z$-rotations. This works for any rotation axis: the singlet transforms as the $S=0$ (trivial) representation of $SU(2)$, which maps every group element to the identity. No rotation can change it — it is the unique rotationally invariant two-qubit state (up to normalization). ✓