Appendix A. Glossary

This appendix defines a selection of key terms from throughout the book.

activation function

A function that transforms the output of a neuron in an artificial neural network, generally to render it capable of handling nonlinear transformations or to ensure its output value is clamped within some range (chapter 7).

acyclic

A graph with no cycles (chapter 4).

admissible heuristic

A heuristic for the A* search algorithm that never overestimates the cost to reach the goal (chapter 2).

artificial neural network

A simulation of a biological neural network using computational tools to solve problems not easily reduced into forms amenable to traditional algorithmic approaches. Note that the operation of an artificial neural ...

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