Auryn simulator  v0.8.1-206-gb56e451
Plastic Spiking Neural Network Simulator
WeightStatsMonitor.h
Go to the documentation of this file.
1 /*
2 * Copyright 2014-2018 Friedemann Zenke
3 *
4 * This file is part of Auryn, a simulation package for plastic
5 * spiking neural networks.
6 *
7 * Auryn is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * Auryn is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with Auryn. If not, see <http://www.gnu.org/licenses/>.
19 *
20 * If you are using Auryn or parts of it for your work please cite:
21 * Zenke, F. and Gerstner, W., 2014. Limits to high-speed simulations
22 * of spiking neural networks using general-purpose computers.
23 * Front Neuroinform 8, 76. doi: 10.3389/fninf.2014.00076
24 */
25 
26 #ifndef WEIGHTSTATSMONITOR_H_
27 #define WEIGHTSTATSMONITOR_H_
28 
29 #include "auryn_definitions.h"
30 #include "AurynVector.h"
31 #include "Monitor.h"
32 #include "System.h"
33 #include "Connection.h"
34 #include <fstream>
35 #include <iomanip>
36 
37 namespace auryn {
38 
42 class WeightStatsMonitor : protected Monitor
43 {
44 protected:
48  void init(Connection * source, string filename, AurynTime stepsize, NeuronID z);
49 
50 public:
51  WeightStatsMonitor(Connection * source, string filename, AurynDouble binsize=1.0, NeuronID z=0);
52  virtual ~WeightStatsMonitor();
53  void execute();
54 };
55 
56 }
57 
58 #endif /*WEIGHTSTATSMONITOR_H_*/
Abstract base class for all Monitor objects.
Definition: Monitor.h:47
NeuronID z_ind
Definition: WeightStatsMonitor.h:47
AurynTime ssize
Definition: WeightStatsMonitor.h:46
The abstract base class for all Connection objects in Auryn.
Definition: Connection.h:53
double AurynDouble
Higher precision floating point datatype.
Definition: auryn_definitions.h:158
virtual ~WeightStatsMonitor()
Definition: WeightStatsMonitor.cpp:35
void init()
Standard initializer to be called by the constructor.
Definition: Device.cpp:32
Definition: ABSConnection.h:38
WeightStatsMonitor(Connection *source, string filename, AurynDouble binsize=1.0, NeuronID z=0)
Definition: WeightStatsMonitor.cpp:30
void execute()
Definition: WeightStatsMonitor.cpp:54
Records mean and standard deviation of a weight matrix in predefined intervals.
Definition: WeightStatsMonitor.h:42
NeuronID AurynTime
Defines Auryns discrete time unit of the System clock. Change to AurynLong if 120h of simtime are not...
Definition: auryn_definitions.h:155
unsigned int NeuronID
NeuronID is an unsigned integeger type used to index neurons in Auryn.
Definition: auryn_definitions.h:151
Connection * src
Definition: WeightStatsMonitor.h:45