Stdaforerp demo in matlab

The following Matlab project contains the source code and Matlab examples used for stdaforerp demo. This code is a demo to show spatial-temporal discriminant analysis (STDA) can outperform the LDA and FC+LDA for ERP classification in small sample size scenario.

The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.

Project Files: 

File NameSize
license.txt 1498
BasicLDA.m 1056
cvorder.mat 1028
ERPdata.mat 1191525
FCsf.m 1107
flash_id.mat 574
LDAClassify.m 570
Readme.txt 597
STDA.m 3217
STDAforERPBCI_Demo.m 6190
STDAprojection.m 370
arrange.m 1640
Contents.m 1689
datadisp.m 3230
disp.m 1175
display.m 770
double.m 886
end.m 1002
extract.m 1030
fixsigns.m 1230
full.m 923
innerprod.m 1609
ktensor.m 2364
minus.m 1262
mtimes.m 1120
mttkrp.m 1278
ncomponents.m 775
ndims.m 739
norm.m 941
normalize.m 1851
nvecs.m 1914
permute.m 1081
plus.m 1100
size.m 956
subsasgn.m 1602
subsref.m 1577
times.m 1115
tocell.m 1113
ttm.m 3616
ttv.m 2416
uminus.m 678
uplus.m 685
aatx.m 1138
Contents.m 805
disp.m 1964
display.m 747
double.m 903
end.m 859
full.m 1046
nnz.m 733
norm.m 764
size.m 954
sptenmat.m 6799
subsasgn.m 2224
subsref.m 1409
tsize.m 1054
uminus.m 679
uplus.m 686
and.m 1588
collapse.m 2152
Contents.m 2884
contract.m 2031
ctranspose.m 734
disp.m 2372
display.m 760
double.m 794
elemfun.m 1320
end.m 873
eq.m 2433
find.m 1103
full.m 1066
ge.m 1779
gt.m 1818
innerprod.m 1929
isequal.m 998
ldivide.m 842
le.m 2365
lt.m 2187
minus.m 1876
mldivide.m 1200
mrdivide.m 1200
mtimes.m 1228
mttkrp.m 1480
ndims.m 840
ne.m 2462
nnz.m 790
norm.m 758
not.m 979
nvecs.m 1866
ones.m 842
or.m 1327
permute.m 1298
plus.m 1828
allsubs.m 1068
extract.m 1552
irenumber.m 1019
renumber.m 1673
subdims.m 2015
rdivide.m 2938
reshape.m 1416
scale.m 1791
size.m 869
spmatrix.m 1039
sptensor.m 6945
squeeze.m 1435
subsasgn.m 11418
subsref.m 5264
times.m 2142
transpose.m 730
ttm.m 4059
ttt.m 4425
ttv.m 3185
uminus.m 679
uplus.m 688
xor.m 1486
Contents.m 822
ctranspose.m 835
disp.m 1406
display.m 686
double.m 673
end.m 865
minus.m 1064
mtimes.m 1617
norm.m 757
plus.m 1058
size.m 1049
subsasgn.m 1040
subsref.m 1513
tenmat.m 5569
tsize.m 1034
uminus.m 675
uplus.m 684
and.m 675
collapse.m 1868
Contents.m 2554
contract.m 2125
ctranspose.m 718
disp.m 1368
display.m 749
double.m 750
end.m 862
eq.m 664
find.m 1291
full.m 740
ge.m 680
gt.m 670
innerprod.m 1434
isequal.m 907
ldivide.m 912
le.m 676
lt.m 666
minus.m 883
mldivide.m 959
mrdivide.m 959
mtimes.m 1237
mttkrp.m 1187
ndims.m 904
ne.m 668
nnz.m 684
norm.m 757
not.m 683
nvecs.m 1748
or.m 668
permute.m 1415
plus.m 869
power.m 699
rdivide.m 898
reshape.m 886
scale.m 2135
size.m 1191
squeeze.m 1314
subsasgn.m 4605
subsref.m 4467
tenfun.m 3900
tensor.m 3571
times.m 882
transpose.m 714
ttm.m 3687
ttt.m 2660
ttv.m 3197
uminus.m 676
uplus.m 685
xor.m 679
Contents.m 1084
disp.m 1071
display.m 688
double.m 753
end.m 886
full.m 955
innerprod.m 2185
mtimes.m 879
mttkrp.m 1315
ndims.m 751
norm.m 880
nvecs.m 2211
permute.m 1128
size.m 954
subsasgn.m 1615
subsref.m 1455
ttensor.m 2497
ttm.m 3600
ttv.m 2422
uminus.m 673
uplus.m 681
Contents.m 1048
cp_als.m 5592
cp_fg.m 2203
cp_fun.m 1085
cp_nmu.m 5038
cp_opt.m 3925
cp_vec_to_fac.m 1120
cp_wfg.m 1799
cp_wfg_sparse.m 2963
cp_wfg_sparse_setup.m 1011
cp_wfun.m 2222
cp_wopt.m 4921
fac_to_vec.m 1148
parafac_als.m 1095
tucker_als.m 5199
Contents.m 11707
COPYRIGHT.txt 1822
A1_tensor_doc.m 7273
A2_sptensor_doc.m 7002
B1_tenmat_doc.m 3212
B2_sptenmat_doc.m 3321
C_ttensor_doc.m 2892
D_ktensor_doc.m 5867
A1_tensor_doc.html 37257
A2_sptensor_doc.html 33920
B1_tenmat_doc.html 21073
B2_sptenmat_doc.html 22400
C_ttensor_doc.html 21897
C_ttensor_doc_eq15566.png 2028
D_ktensor_doc.html 31021
D_ktensor_doc_eq09466.png 2315
D_ktensor_doc_eq51104.png 2088
D_ktensor_doc_eq64665.png 3592
D_ktensor_doc_eq81501.png 2475
M1_multiply_doc.html 57906
N_nvecs_doc.html 9452
Q_collapse_scale_doc.html 14754
T_algorithms_doc.html 15779
banner-background.jpg 7479
logo.gif 5695
Workspace.png 4184
M1_multiply_doc.m 10482
M2_identities_doc_future.m 7052
N_nvecs_doc.m 1598
Q_collapse_scale_doc.m 2069
T_algorithms_doc.m 1389
helpindex.xml 212
helptoc.xml 1647
info.xml 706
INSTALL.txt 761
khatrirao.m 2847
Contents.m 370
ttm_me.m 4085
ttm_me_mem.m 2373
ttm_me_partition.m 1250
tucker_me.m 4560
tucker_me_test.m 3079
RELEASE_NOTES.txt 9065
sptendiag.m 1347
sptenrand.m 1774
tendiag.m 1319
tenones.m 828
tenrand.m 941
tensor_toolbox_product_page.html 5835
tenzeros.m 1077
tt_assignment_type.m 842
tt_dimscheck.m 2687
tt_ind2sub.m 983
tt_intvec2str.m 766
tt_matrix2cellstr.m 848
tt_size2str.m 853
tt_sizecheck.m 1250
tt_sub2ind.m 928
tt_subscheck.m 1298
tt_subsubsref.m 748
tt_valscheck.m 1029

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