import {FullyConnLayer} from 'convnet-sourcecode/src/convnet_layers_dotproducts.ts'

public class | source

FullyConnLayer

Constructor Summary

Public Constructor
public	constructor()

Member Summary

Public Members
public	biases: *
public	filters: Array
public	in_act: *
public	l1_decay_mul: *
public	l2_decay_mul: *
public	layer_type: string
public	num_inputs: *
public	out_act: *
public	out_depth: *
public	out_sx: number
public	out_sy: number

Method Summary

Public Methods
public	backward()
public	forward(volume: Vol): Vol Forward propagation calculation based on the weight matrix product of `volume` and `filters`.
public	fromJSON()
public	getParamsAndGrads()
public	toJSON()

Public Constructors

public constructor() source

Public Members

public biases: * source

public filters: Array source

public in_act: * source

public l1_decay_mul: * source

public l2_decay_mul: * source

public layer_type: string source

public num_inputs: * source

public out_act: * source

public out_depth: * source

public out_sx: number source

public out_sy: number source

Public Methods

public backward() source

public forward(volume: Vol): Vol source

Forward propagation calculation based on the weight matrix product of volume and filters.

Params:

Name	Type	Attribute	Description
volume	Vol

FullyConnLayer

Constructor Summary

Member Summary

Method Summary

Public Constructors

public constructor() source

Public Members

public biases: * source

public filters: Array source

public in_act: * source

public l1_decay_mul: * source

public l2_decay_mul: * source

public layer_type: string source

public num_inputs: * source

public out_act: * source

public out_depth: * source

public out_sx: number source

public out_sy: number source

Public Methods

public backward() source

public forward(volume: Vol): Vol source

Params:

Return:

public fromJSON() source

public getParamsAndGrads() source

public toJSON() source