Feedforward Closedloop Learning
fcl_util.h
1 #ifndef __FEEDFORWARD_CLOSEDLOOP_LEARNING_UTIL_H_
2 #define __FEEDFORWARD_CLOSEDLOOP_LEARNING_UTIL_H_
3 
4 #include "fcl/globals.h"
5 #include "fcl/layer.h"
6 #include "fcl/neuron.h"
7 #include "fcl/bandpass.h"
8 #include "fcl.h"
9 
10 #include <stdio.h>
11 #include <stdlib.h>
12 #include <math.h>
13 #include <assert.h>
14 
25 public:
38  int num_of_inputs,
39  int* num_of_neurons_per_layer_array,
40  int num_layers,
41  int num_filtersInput,
42  double minT,
43  double maxT);
44 
49 
54  void doStep(double* input, double* error);
55 
58  void doStep(double* input, int n1, double* error, int n2);
59 
60  double getFilterOutput(int inputIdx, int filterIdx) {
61  const int idx = inputIdx * nFiltersPerInput + filterIdx;
62  assert((idx >= 0) || (idx < (nFiltersPerInput * nInputs)));
63  return filterbankOutputs[idx];
64  }
65 
66  int getNFiltersPerInput() {
67  return nFiltersPerInput;
68  }
69 
70 private:
71  const double dampingCoeff = 0.51;
72  Bandpass ***bandpass = 0;
73  double* filterbankOutputs = 0;
74  int nFiltersPerInput = 0;
75  int nInputs = 0;
76 };
77 
78 #endif
FeedforwardClosedloopLearningWithFilterbank
Derived classes of the FeedforwardClosedloopLearning class for special functionality.
Definition: fcl_util.h:21
FeedforwardClosedloopLearningWithFilterbank::doStep
void doStep(double *input, double *error)
Performs the simulation step.
FeedforwardClosedloopLearningWithFilterbank::~FeedforwardClosedloopLearningWithFilterbank
~FeedforwardClosedloopLearningWithFilterbank()
Destructor.
FeedforwardClosedloopLearning
Main class of Feedforward Closed Loop Learning.
Definition: fcl.h:30
Bandpass
Creates memory traces at specified length.
Definition: bandpass.h:14
FeedforwardClosedloopLearningWithFilterbank::FeedforwardClosedloopLearningWithFilterbank
FeedforwardClosedloopLearningWithFilterbank(int num_of_inputs, int *num_of_neurons_per_layer_array, int num_layers, int num_filtersInput, double minT, double maxT)
FeedforwardClosedloopLearning with Filterbank at each input.