Leaky integrator
Encyclopedia
In mathematics
, a leaky integrator equation is a specific differential equation
, used to describe a component or system that takes the integral
of an input, but gradually leaks a small amount of input over time. It appears commonly in hydraulics
, electronics
, and neuroscience
in single-neuron models.
where C is the input and A is the rate of the 'leak.'
where k is a constant.
Mathematics
Mathematics is the study of quantity, space, structure, and change. Mathematicians seek out patterns and formulate new conjectures. Mathematicians resolve the truth or falsity of conjectures by mathematical proofs, which are arguments sufficient to convince other mathematicians of their validity...
, a leaky integrator equation is a specific differential equation
Differential equation
A differential equation is a mathematical equation for an unknown function of one or several variables that relates the values of the function itself and its derivatives of various orders...
, used to describe a component or system that takes the integral
Integral
Integration is an important concept in mathematics and, together with its inverse, differentiation, is one of the two main operations in calculus...
of an input, but gradually leaks a small amount of input over time. It appears commonly in hydraulics
Hydraulics
Hydraulics is a topic in applied science and engineering dealing with the mechanical properties of liquids. Fluid mechanics provides the theoretical foundation for hydraulics, which focuses on the engineering uses of fluid properties. In fluid power, hydraulics is used for the generation, control,...
, electronics
Electronics
Electronics is the branch of science, engineering and technology that deals with electrical circuits involving active electrical components such as vacuum tubes, transistors, diodes and integrated circuits, and associated passive interconnection technologies...
, and neuroscience
Neuroscience
Neuroscience is the scientific study of the nervous system. Traditionally, neuroscience has been seen as a branch of biology. However, it is currently an interdisciplinary science that collaborates with other fields such as chemistry, computer science, engineering, linguistics, mathematics,...
in single-neuron models.
Equation
The equation is of the formwhere C is the input and A is the rate of the 'leak.'
General solution
Its general solution iswhere k is a constant.