forked from open-ephys/analysis-tools
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathload_open_ephys_data_faster.m
More file actions
149 lines (141 loc) · 6.11 KB
/
load_open_ephys_data_faster.m
File metadata and controls
149 lines (141 loc) · 6.11 KB
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
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
function [data, timestamps, info] = load_open_ephys_data_faster(filename)
%
% [data, timestamps, info] = load_open_ephys_data(filename)
%
% Loads continuous, event, or spike data files into Matlab.
%
% Inputs:
%
% filename: path to file
%
%
% Outputs:
%
% data: either an array continuous samples (in microvolts),
% a matrix of spike waveforms (in microvolts),
% or an array of event channels (integers)
%
% timestamps: in seconds
%
% info: structure with header and other information
%
%
%
% DISCLAIMER:
%
% Both the Open Ephys data format and this m-file are works in progress.
% There's no guarantee that they will preserve the integrity of your
% data. They will both be updated rather frequently, so try to use the
% most recent version of this file, if possible.
%
%
%
% ------------------------------------------------------------------
%
% Copyright (C) 2014 Open Ephys
%
% ------------------------------------------------------------------
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% <http://www.gnu.org/licenses/>.
%
[~,~,filetype] = fileparts(filename);
if ~any(strcmp(filetype,{'.events','.continuous','.spikes'}))
error('File extension not recognized. Please use a ''.continuous'', ''.spikes'', or ''.events'' file.');
end
fid = fopen(filename);
fseek(fid,0,'eof');
filesize = ftell(fid);
NUM_HEADER_BYTES = 1024;
fseek(fid,0,'bof');
hdr = fread(fid, NUM_HEADER_BYTES, 'char*1');
info = getHeader(hdr);
if isfield(info.header, 'version')
version = info.header.version;
else
version = 0.0;
end
switch filetype
case '.events'
bStr = {'timestamps' 'sampleNum' 'eventType' 'nodeId' 'eventId' 'data' 'recNum'};
bTypes = {'int64' 'uint16' 'uint8' 'uint8' 'uint8' 'uint8' 'uint16'};
bRepeat = {1 1 1 1 1 1 1};
dblock = struct('Repeat',bRepeat,'Types', bTypes,'Str',bStr);
if version < 0.2, dblock(7) = []; end
if version < 0.1, dblock(1).Types = 'uint64'; end
case '.continuous'
SAMPLES_PER_RECORD = 1024;
bStr = {'ts' 'nsamples' 'recNum' 'data' 'recordMarker'};
bTypes = {'int64' 'uint16' 'uint16' 'int16' 'uint8'};
bRepeat = {1 1 1 SAMPLES_PER_RECORD 10};
dblock = struct('Repeat',bRepeat,'Types', bTypes,'Str',bStr);
if version < 0.2, dblock(3) = []; end
if version < 0.1, dblock(1).Types = 'uint64'; dblock(2).Types = 'int16'; end
case '.spikes'
num_channels = info.header.num_channels;
num_samples = 40;
bStr = {'eventType' 'timestamps' 'timestamps_software' 'source' 'nChannels' 'nSamples' 'sortedId' 'electrodeID' 'channel' 'color' 'pcProj' 'samplingFrequencyHz' 'data' 'gain' 'threshold' 'recordingNumber'};
bTypes = {'uint8' 'int64' 'int64' 'uint16' 'uint16' 'uint16' 'uint16' 'uint16' 'uint16' 'uint8' 'float32' 'uint16' 'uint16' 'float32' 'uint16' 'uint16'};
bRepeat = {1 1 1 1 1 1 1 1 1 3 2 1 num_channels*num_samples num_channels num_channels 1};
dblock = struct('Repeat',bRepeat,'Types', bTypes,'Str',bStr);
if version < 0.4, dblock(7:12) = []; dblock(8).Types = 'uint16'; end
if version == 0.3, dblock = [dblock(1), struct('Repeat',1,'Types','uint32','Str','ts'), dblock(2:end)]; end
if version < 0.3, dblock(2) = []; end
if version < 0.2, dblock(9) = []; end
if version < 0.1, dblock(2).Types = 'uint64'; end
end
blockBytes = str2double(regexp({dblock.Types},'\d{1,2}$','match', 'once')) ./8 .* cell2mat({dblock.Repeat});
numIdx = floor((filesize - NUM_HEADER_BYTES)/sum(blockBytes));
switch filetype
case '.events'
timestamps = segRead('timestamps')./info.header.sampleRate;
info.sampleNum = segRead('sampleNum');
info.eventType = segRead('eventType');
info.nodeId = segRead('nodeId');
info.eventId = segRead('eventId');
data = segRead('data');
if version >= 0.2, info.recNum = segRead('recNum'); end
case '.continuous'
info.ts = segRead('ts');
info.nsamples = segRead('nsamples');
if ~all(info.nsamples == SAMPLES_PER_RECORD)&& version >= 0.1, error('Found corrupted record'); end
if version >= 0.2, info.recNum = segRead('recNum'); end
data = segRead('data', 'b').*info.header.bitVolts; % read in data
timestamps = nan(size(data));
current_sample = 0;
for record = 1:length(info.ts)
timestamps(current_sample+1:current_sample+info.nsamples(record)) = info.ts(record):info.ts(record)+info.nsamples(record)-1;
current_sample = current_sample + info.nsamples(record);
end
case '.spikes'
timestamps = segRead('timestamps')./info.header.sampleRate;
info.source = segRead('source');
info.samplenum = segRead('nSamples');
info.gain = permute(reshape(segRead('gain'), num_channels, numIdx), [2 1]);
info.thresh = permute(reshape(segRead('threshold'), num_channels, numIdx), [2 1]);
if version >= 0.4, info.sortedId = segRead('sortedId'); end
if version >= 0.2, info.recNum = segRead('recordingNumber'); end
data = permute(reshape(segRead('data'), num_samples, num_channels, numIdx), [3 1 2]);
data = (data-32768)./ permute(repmat(info.gain/1000,[1 1 num_samples]), [1 3 2]);
end
fclose(fid);
function seg = segRead(segName, mf)
if nargin == 1, mf = 'l'; end
segNum = find(strcmp({dblock.Str},segName));
fseek(fid, sum(blockBytes(1:segNum-1))+NUM_HEADER_BYTES, 'bof');
seg = fread(fid, numIdx*dblock(segNum).Repeat, sprintf('%d*%s', dblock(segNum).Repeat,dblock(segNum).Types), sum(blockBytes) - blockBytes(segNum), mf);
end
end
function info = getHeader(hdr)
eval(char(hdr'));
info.header = header;
end