The Atom and the Electron
Before understanding a memristor, let's look inside one of its cells.
Prerequisites
What you'll learn here
- Name the parts of an atom (nucleus, electron) and give their relative sizes
- Use the Bohr model to compute orbit radii and energy levels for hydrogen
- Explain photon absorption / emission as jumps between energy levels
- Estimate, to an order of magnitude, the number of atoms in a SIDRA memristor cell
- Distinguish the classical orbit picture from the quantum probability cloud
Hook: Seeing an Atom Is Harder Than Thinking One
Around 440 BC. Democritus reasoned that if you keep cutting a piece of rope, you’d eventually hit a piece that cannot be cut further. He called it atomos (indivisible). Nobody actually saw one.
21 centuries later, in 1897, J. J. Thomson played with cathode rays and found a negatively charged, detachable piece of the atom — the electron. Fourteen years later, Rutherford shot alpha particles at gold foil and realized the atom had a small, dense nucleus at its center. In 1913, Niels Bohr said the electron circled that nucleus on discrete energy levels.
Another 100 years passed. Today a SIDRACHIP memristor cell has a volume of only ~5 × 10⁴ nm³ — containing a few million atoms. To store each “1” or “0”, we reshuffle a specific fraction of them.
To understand the memristor, we first understand the atom.
Intuition: Four Different Pictures of the Atom
Each historical model tries to patch a hole the previous one left:
- Dalton (1803) — billiard ball. Atom is an indivisible sphere. Chemical reactions rearrange the balls. Problem: no charge carriers, no explanation for light emission.
- Thomson (1897) — plum pudding. Negative electrons embedded in a positive dough. Problem: Rutherford’s experiment disproved it.
- Rutherford (1911) — solar system. Small, dense, positive nucleus at the center; electrons orbit in empty space. Problem: classical physics says an orbiting charge radiates, so the electron should spiral into the nucleus.
- Bohr (1913) — quantized orbits. Electrons occupy only specific energy levels; transitions absorb or emit exactly one photon. Problem: fails for multi-electron atoms.
Today’s view: quantum mechanics — the electron’s location is uncertain, described as a probability cloud (Schrödinger, 1926). But the Bohr model is still the best bridge to start learning. That’s where we focus in this chapter.
Relative sizes: If the atom were a football stadium, the nucleus would be a chickpea at the center. The rest of the stadium is empty. All of it. The chair you’re sitting on holds you up through electromagnetic interactions of tiny charged particles — even though it feels like contact, no atoms actually touch.
Formalism: The Bohr Atom
In a hydrogen atom, there’s 1 proton at the center and 1 electron around it. Per Bohr:
- The first allowed orbit has radius 0.529 Å (1 Å = 10⁻¹⁰ m).
- As the orbit number grows, radius grows as . The orbit is 4× farther, is 9× farther.
- Energy levels are fixed and negative: eV, eV, eV. The negative sign means “bound to the atom”. 0 = electron detached = ionization.
When an electron jumps between levels it absorbs or emits an exact amount of energy (a photon). No intermediate energies. That’s what “quantum” means.
Bohr’s two postulates:
- Angular momentum is quantized: the electron orbits with angular momentum equal to integer multiples of (the reduced Planck constant):
- Photon on transition: if , a photon is emitted with frequency:
Balancing the central Coulomb force with the centripetal term , plus the quantization above, gives:
Here is the Bohr radius and eV is the Rydberg energy.
Lyman, Balmer, Paschen series: is ultraviolet (Lyman-α, 121 nm), is red visible light (Balmer-α, 656 nm — hydrogen’s fingerprint in the solar spectrum). Try it in the animation below.
Bohr’s model is uniquely clean for hydrogen; beyond that you need wave functions. The time-independent Schrödinger equation:
In a spherically symmetric Coulomb potential, it separates: . Three quantum numbers:
- Principal (energy)
- Orbital angular momentum (s, p, d, f orbitals)
- Magnetic (orbital orientation)
- plus spin .
is the probability density — the electron cloud’s “where are you likely to find it” distribution. For example, 1s is spherical, 2p has two lobes, 3d has four. Conduction properties of materials like HfO₂ arise from overlap of these orbitals with neighboring atoms — the subject of the next chapter (1.2 — Bands and Semiconductors).
Experiment: Walk an Electron Through the Levels
Below is a hydrogen atom. Click the n buttons to jump the electron to different orbits. Each jump shows a photon:
- Outward (higher n) → absorption (photon enters the atom).
- Inward (lower n) → emission (photon leaves the atom).
- The photon’s color maps to its energy — UV blue, IR red. ΔE is shown on top.
The ladder on the right shows each level’s exact energy. As energy approaches 0 — that’s the ionization threshold, where the electron leaves the atom.
Experiment idea: jump → → → . The sum of emitted-photon energies should equal a single direct jump’s energy. Conservation of energy.
Quiz
Lab Task: Atom Count in a Memristor Cell
Work out quiz question 5 in detail yourself. Use:
- Cell: 100 nm × 100 nm × 5 nm (SIDRA 1S1R HfO₂ layer)
- HfO₂ density: 9.7 g/cm³
- HfO₂ molar mass: g/mol (Hf: 178.5 + 2×O: 32)
- Avogadro: mol⁻¹
Steps:
- Convert volume V to cm³ (1 nm³ = 10⁻²¹ cm³).
- Mass = V · ρ.
- Moles = mass / M.
- Formula units = moles · N_A.
- Atoms = formula units × 3 (3 atoms per HfO₂).
Then consider:
- Thermal noise: the energy needed to jostle an atom is ≈ 0.026 eV at room temperature. This drives conductance fluctuations in the memristor.
- If the cell shrinks to ~50 nm, atom count drops 8× — the same absolute fluctuation becomes 8× more visible electrically. This is the scaling wall.
- Elementary charge C. How many electrons does a single memristor state store? Make your own estimate.
Getting this number into your head sets up later chapters (especially Module 2 — Chemistry and Module 5 — Hardware) when we discuss memristor noise, endurance, and variability.
Cheat Sheet
- Atomic structure: tiny dense positive nucleus (~10⁻¹⁵ m) + negative electrons (~10⁻¹⁰ m diameter cloud). 99.99999…% of an atom is empty.
- Bohr (hydrogen):
- Orbit radius: , Å.
- Energy: eV.
- Transition: .
- Historical chain: Dalton → Thomson → Rutherford → Bohr → Schrödinger. Each fixes the previous model’s gap.
- Quantum: the electron has no definite location; an orbital is a probability cloud ().
- SIDRA context: A memristor cell ≈ 10⁶ atoms. Atomic thermal jitter = memristor noise. As cells shrink, noise dominates — a design limit.
Memorize: Å · 13.6 eV · hydrogen visible (Balmer) lines: 656 / 486 / 434 / 410 nm.
Vision: Beyond the Atomic Scale
The Bohr atom was born in 1913; today we manipulate single atoms. Tomorrow’s gains:
- Single-atom transistors: Simmons group (UNSW, 2012) placed a phosphorus atom on silicon for a single-electron transistor. Post-SIDRA density floor: one bit per dopant atom.
- Neutral-atom qubits: QuEra, Atom Computing — Rb/Cs in optical traps as compute units. Quantum AI accelerators.
- Electron spin (spintronics): spin polarization carries information; MRAM and SOT-MRAM parallel SIDRA memristors.
- Atomic 2D materials: MoS₂, hBN single-atom-thick transistors (IBM 2024). The next density jump.
- NV-centers (nitrogen-vacancy): a defect point in diamond — room-temperature quantum memory.
- Rydberg atom arrays: many-qubit quantum simulation, atoms placed one-by-one with optical tweezers.
- On-chip atomic clocks: Sr/Yb optical clocks → 10⁻¹⁸ timing stability, critical for synchronized AI clusters.
- Molecular electronics: single-molecule diodes / memristors via DNA-origami self-assembly.
Biggest lever for post-Y10 SIDRA: a donor-atom (P) memristor — toggling a single phosphorus atom between two states as a weight bit. In theory, sub-attojoule per cell, near-infinite endurance. 2030+ horizon.
Further Reading
- Next chapter: 1.2 — Bands and Semiconductors
- Previous: 0.3 — Self-Assessment
- Academic (Bohr): N. Bohr, On the Constitution of Atoms and Molecules, Philosophical Magazine, 1913 — the original quantized-orbit paper.
- Academic (Rutherford): E. Rutherford, The Scattering of α and β Particles by Matter and the Structure of the Atom, 1911.
- Popular: R. Feynman, Six Easy Pieces — the “Atoms in Motion” chapter. Best L1 entry point.
- Interactive: PhET Colorado — “Hydrogen Atom” simulation (compares Bohr, de Broglie, and Schrödinger pictures).