Class AbstractLayer

Hierarchy

AbstractLayer
- AbstractLayer1D
- AbstractLayer3D

Index

Constructors

constructor

new AbstractLayer(): AbstractLayer

- Defined in Layer/AbstractLayer.ts:27
Returns AbstractLayer

Properties

A

W

Z

b

Protected backPropagation

backPropagation: AbstractBackPropagation = null

dW

dZ

db

Protected depth

depth: number = 0

gW

gb

Protected height

height: number = 0

Protected previousLayer

previousLayer: Layers = null

sW

sb

vW

vb

Protected width

width: number = 0

Methods

Abstract activation

activation(value: Matrix): Matrix

- Defined in Layer/AbstractLayer.ts:105
Parameters
- value: Matrix
Returns Matrix

Abstract backpropagation

backpropagation(delta: Matrix): Matrix

- Defined in Layer/AbstractLayer.ts:113
Parameters
- delta: Matrix
Returns Matrix

Abstract configure

configure(): void

- Defined in Layer/AbstractLayer.ts:90
Returns void

forward

forward(input: Matrix): Matrix

- Defined in Layer/AbstractLayer.ts:51
Parameters
- input: Matrix
Returns Matrix

getBackPropagation

getBackPropagation(): AbstractBackPropagation

- Defined in Layer/AbstractLayer.ts:47
Returns AbstractBackPropagation

getDepth

getDepth(): number

- Defined in Layer/AbstractLayer.ts:80
Returns number

getHeight

getHeight(): number

- Defined in Layer/AbstractLayer.ts:71
Returns number

Abstract getOutputDepth

getOutputDepth(): number

- Defined in Layer/AbstractLayer.ts:88
Returns number

Abstract getOutputHeight

getOutputHeight(): number

- Defined in Layer/AbstractLayer.ts:86
Returns number

Abstract getOutputWidth

getOutputWidth(): number

- Defined in Layer/AbstractLayer.ts:84
Returns number

Abstract getSize

getSize(): number | Dimension

- Defined in Layer/AbstractLayer.ts:103
Returns number | Dimension

Abstract getType

getType(): string

- Defined in Layer/AbstractLayer.ts:107
Returns string

getWidth

getWidth(): number

- Defined in Layer/AbstractLayer.ts:62
Returns number

Abstract is1D

is1D(): boolean

- Defined in Layer/AbstractLayer.ts:92
Returns boolean

Abstract is3D

is3D(): boolean

- Defined in Layer/AbstractLayer.ts:94
Returns boolean

penalty

penalty(): number

- Defined in Layer/AbstractLayer.ts:109
Returns number

setBackPropagation

setBackPropagation(backPropagation: AbstractBackPropagation): AbstractLayer

- Defined in Layer/AbstractLayer.ts:42
Parameters
- backPropagation: AbstractBackPropagation
Returns AbstractLayer

setDepth

setDepth(value: number): AbstractLayer

- Defined in Layer/AbstractLayer.ts:75
Parameters
- value: number
Returns AbstractLayer

setHeight

setHeight(value: number): AbstractLayer

- Defined in Layer/AbstractLayer.ts:66
Parameters
- value: number
Returns AbstractLayer

Abstract setSize

setSize(dimension: number | Dimension): AbstractLayer

- Defined in Layer/AbstractLayer.ts:101
Parameters
- dimension: number | Dimension
Returns AbstractLayer

setWidth

setWidth(value: number): AbstractLayer

- Defined in Layer/AbstractLayer.ts:57
Parameters
- value: number
Returns AbstractLayer

transition

transition(previousLayer: Layers): AbstractLayer

- Defined in Layer/AbstractLayer.ts:96
Parameters
- previousLayer: Layers
Returns AbstractLayer

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