Class: Neuronet::InputNeuron

Inherits:
Object
  • Object
show all
Includes:
NeuronStats, Squash
Defined in:
lib/neuronet/input_neuron.rb

Overview

Input Neuron

Constant Summary collapse

EMPTY = 
[].freeze

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Squash

squash, unsquash

Methods included from NeuronStats

#downstream_params_tally, #mju, #nju

Constructor Details

#initialize ⇒ InputNeuron

Returns a new instance of InputNeuron.



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# File 'lib/neuronet/input_neuron.rb', line 11

def initialize
  @activation = 0.5
end

Instance Attribute Details

#activation ⇒ Object (readonly)

Returns the value of attribute activation.



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# File 'lib/neuronet/input_neuron.rb', line 15

def activation
  @activation
end

Instance Method Details

#backpropagate(_) ⇒ Object 



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# File 'lib/neuronet/input_neuron.rb', line 25

def backpropagate(_) = nil

#bias ⇒ Object 



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# File 'lib/neuronet/input_neuron.rb', line 17

def bias = nil

#connections ⇒ Object 



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# File 'lib/neuronet/input_neuron.rb', line 18

def connections = EMPTY

#set(value) ⇒ Object 



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# File 'lib/neuronet/input_neuron.rb', line 21

def set(value)
  @activation = squash(value)
end

#value ⇒ Object 



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# File 'lib/neuronet/input_neuron.rb', line 19

def value = nil