The brain’s all-or-nothing neuron firing resembles binary logic

Evidence

When the impulses coming into a neuron exceed a certain threshold, then that neuron, in turn, emits a pulse. Immediately this begins to feel, to McCulloch and Pitts, like logic: the pulse or its absence signifying on or off, yes or no, true or false. — Brian Christian, The Alignment Problem, 12

Categorization

• DEFINE: Explains the threshold-firing mechanism that makes the logic/neuron analogy plausible.
• corroborated: 2 independent passages support this claim — Brian Christian, The Alignment Problem, 12
• XREF: connects to: Real neurons proved far messier than the logic-gate model predicted — Brian Christian, The Alignment Problem, 16; Any logical expression can be implemented by a neural network — Brian Christian, The Alignment Problem, 15; Studying logic trains reasoning power more than memorizing its rules — Ruggero J. Aldisert, Agatha D. Aldisert, Logic for Lawyers- A Guide to Clear…, 1316 (+1 more)

Related

• Any logical expression can be implemented by a neural network (similarity 0.85)
• Real neurons proved far messier than the logic-gate model predicted (similarity 0.82)

Broader Connections

• Studying logic trains reasoning power more than memorizing its rules #exemplifies (0.60) — Ruggero J. Aldisert, Agatha D. Aldisert, Logic for Lawyers- A Guide to Clear…, 1316
• Analogical reasoning can operate as an intuitive particular-to-particular leap without a conscious rule #expands (0.45) — Frederick Schauer, Thinking Like a Lawyer, 183