How deeply does Math and Architectures of Deep Learning cover logical NOT?

Defines inversion through real-world systems but stops short of implementation details or formal truth tables.

Logical NOT

As explained in Math and Architectures of Deep Learning

A unary logical operation that inverts a binary input value.

Logical NOT is a unary operation that inverts a binary value: 0 becomes 1, and 1 becomes 0. It lets one machine reverse the decision produced by another. section 7.2.1

Unauthorized-person alarm

A face detector outputs 1 when it recognizes an authorized face and 0 otherwise. Applying logical NOT reverses that result, allowing an alarm system to respond to an unrecognized face. section 7.2.1

How Math and Architectures of Deep Learning covers it

Cover of Math and Architectures of Deep Learning

liveBook manning.com

Read Math and Architectures of Deep Learning on liveBook Get the book at manning.com

Also explained in

liveBook manning.com

Quantum Programming in DepthNegation is the logical operation that changes a true value to false and a false value to true.

Compare how 2 books explain logical NOT →

Related concepts

boolean operationkind of · A Boolean operation combines or transforms truth-valued inputs according to logical rules to produce a truth-valued result.
x gateimplemented by · The X gate is a single-qubit quantum gate that exchanges the computational-basis states zero and one.
filteringuses · Filtering is the operation of selecting or excluding items from data or a collection according to specified criteria.
booleanproduces · A Boolean is a logical type or value representing truth or falsity, conventionally with two states: true and false.
numerical overflowproduces · Numerical overflow is the condition in which an arithmetic result falls outside the range representable by its numeric type or format.

This explainer was generated by Manning's knowledge graph from the text of Math and Architectures of Deep Learning. The section links point to the parts of the book it draws on.