1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
|
#ifndef SPIRES_BACKEND_H
#define SPIRES_BACKEND_H
#include <stddef.h>
#include <spires.h>
typedef struct {
size_t num_samples; //number of time steps
size_t num_features;
double *states;
} Reservoir_State_Matrix;
int collect_reservoir_states(
spires_reservoir *reservoir,
const double *input_series,
size_t series_length,
Reservoir_State_Matrix *result
);
int map_signed_weights_to_resistance(
const double *weights,
size_t num_neurons,
size_t num_outputs,
double resistance_on,
double resistance_off,
double *resistances,
double *conductance_offset,
double *conductance_scale
);
int train_reservoir(
spires_reservoir *reservoir,
double *input_series,
double *taret_series,
size_t series_length,
double lambda
);
void free_reservoir_state_matrix(
Reservoir_State_Matrix *matrix
);
#endif
|
