Cheat sheet

Every key quantitative relation in the book, in canonical order, at a glance. Each formula links to the lesson that develops it.

2 — The body before the ear

Interaural path difference (Woodworth)

ΔLr(θ+sinθ)\Delta L \approx r(\theta + \sin\theta)

Interaural time difference

ITD=ΔL/c\text{ITD} = \Delta L / c

Ear-canal quarter-wave resonance

fres=c4Lf_\text{res} = \dfrac{c}{4L}

Closed–open harmonics (odd only)

fn=(2n1)c4Lf_n = (2n-1)\,\dfrac{c}{4L}

Open–open / closed–closed harmonics

fn=nc2Lf_n = n\,\dfrac{c}{2L}

3 — The middle ear

Acoustic impedance (definition)

Z=p/vZ = p/v

Reflection coefficient at a boundary

R=Z2Z1Z1+Z2R = \dfrac{Z_2 - Z_1}{Z_1 + Z_2}

Transmitted power fraction

T=1R2T = 1 - \lvert R\rvert^2

Impedance of a plane-wave medium

Z=ρcZ = \rho c

Area-ratio pressure gain

pOWpTM=ATMAfootplate17\dfrac{p_\text{OW}}{p_\text{TM}} = \dfrac{A_\text{TM}}{A_\text{footplate}} \approx 17

Total ossicular pressure gain

Gp=ATMAfootplateLmalleusLincus22G_p = \dfrac{A_\text{TM}}{A_\text{footplate}}\cdot\dfrac{L_\text{malleus}}{L_\text{incus}} \approx 22

Gain in decibels

20log10(22)27dB20\log_{10}(22) \approx 27\,\text{dB}

4 — Fourier in hydraulics

Local BM oscillator

mη¨+bη˙+kη=P(x,t)m\ddot\eta + b\dot\eta + k\eta = P(x,t)

Local natural frequency

ω0(x)=k(x)/m(x)\omega_0(x) = \sqrt{k(x)/m(x)}

Driven-oscillator amplitude

H(ω)=1m(ω02ω2)2+γ2ω2\lvert H(\omega)\rvert = \dfrac{1}{m\sqrt{(\omega_0^2-\omega^2)^2 + \gamma^2\omega^2}}

Driven-oscillator phase

ϕ(ω)=arctanγωω02ω2\phi(\omega) = -\arctan\dfrac{\gamma\omega}{\omega_0^2-\omega^2}

Quality factor / bandwidth

Q=ω0/γ,widthω0/QQ = \omega_0/\gamma, width \approx \omega_0/Q

BM specific impedance

ZBM=b+i ⁣(ωmkω)Z_\text{BM} = b + i\!\left(\omega m - \dfrac{k}{\omega}\right)

Cochlear long-wave equation

d2Pdx2+κ2P=0\dfrac{d^2P}{dx^2} + \kappa^2 P = 0

Cochlear dispersion relation

κ2=2iωρAZBM\kappa^2 = \dfrac{2i\omega\rho}{A\,Z_\text{BM}}

WKB traveling-wave solution

P(x)P0κexp ⁣(i ⁣0xκdx)P(x) \approx \dfrac{P_0}{\sqrt{\kappa}}\exp\!\left(i\!\int_0^x \kappa\,dx'\right)

Greenwood place–frequency map

f(x)=A(10α(1x/L)K)f(x) = A\bigl(10^{\alpha(1-x/L)} - K\bigr)

Greenwood constants (human)

A=165.4Hz, α=2.1, K=0.88A = 165.4\,\text{Hz},\ \alpha = 2.1,\ K = 0.88

Active feedback / effective damping

mη¨+(bβ)η˙+kη=P,  beff=bβm\ddot\eta + (b-\beta)\dot\eta + k\eta = P,\ \ b_\text{eff} = b - \beta

MET-channel Boltzmann open probability

Popen(x)=11+exp[(xx0)/κ]P_\text{open}(x) = \dfrac{1}{1 + \exp[-(x - x_0)/\kappa]}

5 — The auditory nerve

Vector strength (phase locking)

VS=1Ni=1Neiϕi\text{VS} = \left\lvert \dfrac{1}{N}\sum_{i=1}^{N} e^{i\phi_i} \right\rvert

8 — Meaning, memory, prediction

Bayes’ theorem for perception

P(MS)=P(SM)P(M)P(S)P(M\mid S) = \dfrac{P(S\mid M)\,P(M)}{P(S)}

Precision-weighted predictive-coding update

Δθiπi(θi1g(θi))πi+1(g/θi)(θig(θi+1))\Delta\theta_i \propto \pi_i\bigl(\theta_{i-1} - g(\theta_i)\bigr) - \pi_{i+1}\bigl(\partial g/\partial\theta_i\bigr)\bigl(\theta_i - g(\theta_{i+1})\bigr)

Variational free energy

F=Eq[logq(θ)]Eq[logp(θ,S)]=KL(q(θ)p(θS))logp(S)F = \mathbb{E}_q[\log q(\theta)] - \mathbb{E}_q[\log p(\theta,S)] = \mathrm{KL}\bigl(q(\theta)\,\Vert\,p(\theta\mid S)\bigr) - \log p(S)