Examples of HiddenLayer

com.neuralnetwork.shared.layers.HiddenLayer
Represents a hidden neural network layer. @author fredladeroute
tv.floe.metronome.deeplearning.neuralnetwork.layer.HiddenLayer
Hidden Layer TODO: explain the role of a hidden layer in a Deep Belief Network - compared to a RBM, or a traditional hidden layer @author josh

Examples of com.neuralnetwork.shared.layers.HiddenLayer

     */
    private void buildWithSettings(final NetworkConfig networkConfig) {
        network = new Network(networkConfig.getNumInputs(), 
                              networkConfig.getNumOuputs());
        for (int layerSize : networkConfig.getLayerSizes()) {
            network.addHiddenLayer(new HiddenLayer(layerSize));
        }
    }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

    while (!layers.empty()) {
      temp.push(layers.pop());
    }
      
      for (int i = 0; i < numHidden; i++) {
        IHiddenLayer h = new HiddenLayer(layerSizes[i]);
        h.build();
        layers.push(h);
      }
      
    while (!temp.empty()) {
      layers.push(temp.pop());

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

   */
  @Test
    public final void testAddHiddenLayer() {
    INetwork n = new Network(FIVE, FIVE, THREE, 
        new int[] {FOUR, TWO, FOUR});
    n.addHiddenLayer(new HiddenLayer(THREE * TWO));
    n.build();
    IHiddenLayer h = n.getHiddenLayer(THREE);
    assertEquals(LayerType.HIDDEN, h.getLayerType());
    assertEquals(THREE * TWO, h.getSize());
  }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

    n.setType(null);
    n1.setType(null);
    assertEquals(n, n1);
    n1 = null;
    assertFalse(n.equals(n1));
    HiddenLayer n2 = new HiddenLayer(1);
    assertFalse(n.equals(n2));
    n.setActivationFunction(null);
    n1 = new InputNeuron();
    assertFalse(n.equals(n1));
    n1.setType(null);

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

   * #addHiddenLayer(com.neuralnetwork.shared.layers.IHiddenLayer)}.
   */
  @Test
  public final void testAddHiddenLayer() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

   * .shared.util.NeuralNetBuilder#build()}.
   */
  @Test
  public final void testBuild() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

   * .shared.util.NeuralNetBuilder#getNetwork()}.
   */
  @Test
  public final void testGetNetwork() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

     * Test method for {@link com.neuralnetwork
     * .shared.layers.HiddenLayer#HiddenLayer(int)}.
     */
    @Test
    public final void testHiddenLayer() {
        IHiddenLayer h = new HiddenLayer(1);
        assertNotNull(h);
        assertEquals(h.getLayerType(), LayerType.HIDDEN);
    }

View Full Code Here

Examples of com.neuralnetwork.shared.layers.HiddenLayer

     * Test method for {@link com.neuralnetwork
     * .shared.layers.HiddenLayer#build()}.
     */
    @Test
    public final void testBuild() {
        HiddenLayer h = new HiddenLayer(1);
        ((IHiddenLayer) h).build();
        int size = h.getSize();
        assertEquals(size, 1);
    }

View Full Code Here

Examples of tv.floe.metronome.deeplearning.neuralnetwork.layer.HiddenLayer

        
        this.hiddenLayers = new HiddenLayer[ this.numberLayers ];
        // write in hidden layers
        for ( int x = 0; x < this.numberLayers; x++ ) {


          this.hiddenLayers[ x ] = new HiddenLayer( 1, 1, null); 
          this.hiddenLayers[ x ].load( is );
          
          
        }

View Full Code Here

0 1

TOP

All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.