int classifyHandPosition(float *in, float *out, int init)
{
int member, source;
float sum;
enum{OK, Error, Not_Valid};
pUnit unit;
/* layer definition section (names & member units) */
static pUnit Input[6] = {Units + 1, Units + 2, Units + 3, Units + 4, Units + 5, Units + 6}; /* members */
static pUnit Hidden1[10] = {Units + 7, Units + 8, Units + 9, Units + 10, Units + 11, Units + 12, Units + 13, Units + 14, Units + 15, Units + 16}; /* members */
static pUnit Hidden2[6] = {Units + 17, Units + 18, Units + 19, Units + 20, Units + 21, Units + 22}; /* members */
static pUnit Output1[4] = {Units + 23, Units + 24, Units + 25, Units + 26}; /* members */
static int Output[4] = {23, 24, 25, 26};
for(member = 0; member < 6; member++) {
Input[member]->act = in[member];
}
for (member = 0; member < 10; member++) {
unit = Hidden1[member];
sum = 0.0;
for (source = 0; source < unit->NoOfSources; source++) {
sum += unit->sources[source]->act
* unit->weights[source];
}
unit->act = Act_Logistic(sum, unit->Bias);
};
for (member = 0; member < 6; member++) {
unit = Hidden2[member];
sum = 0.0;
for (source = 0; source < unit->NoOfSources; source++) {
sum += unit->sources[source]->act
* unit->weights[source];
}
unit->act = Act_Logistic(sum, unit->Bias);
};
for (member = 0; member < 4; member++) {
unit = Output1[member];
sum = 0.0;
for (source = 0; source < unit->NoOfSources; source++) {
sum += unit->sources[source]->act
* unit->weights[source];
}
unit->act = Act_Logistic(sum, unit->Bias);
};
for(member = 0; member < 4; member++) {
out[member] = Units[Output[member]].act;
}
return(OK);
}
int heavyNuNN_1500_1200(float *in, float *out, int init)
{
int member, source;
float sum;
enum{OK, Error, Not_Valid};
pUnit unit;
/* layer definition section (names & member units) */
static pUnit Input[2] = {Units + 1, Units + 2}; /* members */
static pUnit Hidden1[8] = {Units + 3, Units + 4, Units + 5, Units + 6, Units + 7, Units + 8, Units + 9, Units + 10}; /* members */
static pUnit Output1[1] = {Units + 11}; /* members */
static int Output[1] = {11};
for(member = 0; member < 2; member++) {
Input[member]->act = in[member];
}
for (member = 0; member < 8; member++) {
unit = Hidden1[member];
sum = 0.0;
for (source = 0; source < unit->NoOfSources; source++) {
sum += unit->sources[source]->act
* unit->weights[source];
}
unit->act = Act_Logistic(sum, unit->Bias);
};
for (member = 0; member < 1; member++) {
unit = Output1[member];
sum = 0.0;
for (source = 0; source < unit->NoOfSources; source++) {
sum += unit->sources[source]->act
* unit->weights[source];
}
unit->act = Act_Logistic(sum, unit->Bias);
};
for(member = 0; member < 1; member++) {
out[member] = Units[Output[member]].act;
}
return(OK);
}