From a932ca022f32b749d524ff9cc9ddfc6707fc7852 Mon Sep 17 00:00:00 2001 From: Jan Benda Date: Sun, 22 Jan 2017 22:47:50 +0100 Subject: [PATCH] new project on serial correlations --- projects/project_serialcorrelation/Makefile | 10 + .../baselinespikes.mat | Bin 0 -> 879320 bytes .../code/DataLoader.py | 365 ++++++++++++++++++ .../code/DataLoader.pyc | Bin 0 -> 12074 bytes .../code/goodbaselinefiles.dat | 30 ++ .../code/transformdata.py | 45 +++ .../serialcorrelation.tex | 81 ++++ .../solution/firingrate.m | 9 + .../solution/isiserialcorr.m | 26 ++ .../solution/isiserialcorrbootstrap.m | 46 +++ .../solution/serialcorrelation.m | 64 +++ .../solution/spikeraster.m | 30 ++ 12 files changed, 706 insertions(+) create mode 100644 projects/project_serialcorrelation/Makefile create mode 100644 projects/project_serialcorrelation/baselinespikes.mat create mode 100644 projects/project_serialcorrelation/code/DataLoader.py create mode 100644 projects/project_serialcorrelation/code/DataLoader.pyc create mode 100644 projects/project_serialcorrelation/code/goodbaselinefiles.dat create mode 100644 projects/project_serialcorrelation/code/transformdata.py create mode 100644 projects/project_serialcorrelation/serialcorrelation.tex create mode 100644 projects/project_serialcorrelation/solution/firingrate.m create mode 100644 projects/project_serialcorrelation/solution/isiserialcorr.m create mode 100644 projects/project_serialcorrelation/solution/isiserialcorrbootstrap.m create mode 100644 projects/project_serialcorrelation/solution/serialcorrelation.m create mode 100644 projects/project_serialcorrelation/solution/spikeraster.m diff --git a/projects/project_serialcorrelation/Makefile b/projects/project_serialcorrelation/Makefile new file mode 100644 index 0000000..6422eb4 --- /dev/null +++ b/projects/project_serialcorrelation/Makefile @@ -0,0 +1,10 @@ +latex: + pdflatex *.tex > /dev/null + pdflatex *.tex > /dev/null + +clean: + rm -rf *.log *.aux *.zip *.out auto + rm -f `basename *.tex .tex`.pdf + +zip: latex + zip `basename *.tex .tex`.zip *.pdf *.dat *.mat *.m diff --git a/projects/project_serialcorrelation/baselinespikes.mat b/projects/project_serialcorrelation/baselinespikes.mat new file mode 100644 index 0000000000000000000000000000000000000000..d54000f6c0de308f949196db6fac2a8015e79106 GIT binary patch literal 879320 zcmb@vXMELFumzgl%Q-pcB&YY5hJvDqWp6+c6|i8(27*da6v1AwVnam{5fu?cMZtog zhzf`b2-1syNbfZyBoLCoo7rpb^L~0C-i6=2my5~2?>%MBnl;@zT-&un$6(u5X9l}< zxVHMPegpdkuNv5E$X$a5-`hTT|DXr^JyI3yG`MfCA$|J<2i?~`*kkB@!OMHy7i`le z*rs*+w&%4!t8K8&nXS)F`Ty}J^|Ee7blCWul$0#`oBm2kmD6PYuYddHzw>{)v+uxx z57OU!oTmT%pW`y<|K~sd`?!4i_y3&FLjOPi`^>Yd>3`a^tM1jC{&hOebLVL~&t0eC zJZH78?$zfso#%AjPruW2KLbwFc?SNU&vSP5ndhF4^@H>L-`5Y$^MC*DI8Wcx^nU*D z>j(F9_i4JH{-@zQtr)1HJd+`2#1Nu^+!g0zy7yK8e@Xz?q|2}Sb_J46oF8!<>{eJ0dm+#9s`vEl~ zd9ZNynUAVH{VN;Z{r5TLIpg1G)-&&@L;L5R7rFd>)$Dxm?~>Y&)ooWS%)apbN$T=~ zw94V7lU3-O!S{?jI7Nk98isE9;9GUWfir$e6o04gKDMLR$7`pn7yrEW*UvxsUUj@< 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asarray, unique, squeeze, Inf, isnan, fromstring +from numpy.core.records import fromarrays +#import nixio as nix +import re +import warnings + +identifiers = { + 'stimspikes1.dat': lambda info: ('RePro' in info[-1] and info[-1]['RePro'] == 'FileStimulus'), + 'samallspikes1.dat': lambda info: ('RePro' in info[-1] and info[-1]['RePro'] == 'SAM'), +} + + +def isfloat(value): + try: + float(value) + return True + except ValueError: + return False + + +def info_filter(iter, filterfunc): + for info, key, dat in iter: + if filterfunc(info): + yield info, key, dat + +def iload_io_pairs(basedir, spikefile, traces, filterfunc=None): + """ + Iterator that returns blocks of spike traces and spike times from the base directory basedir (e.g. 2014-06-06-aa) + and the spiketime file (e.g. stimspikes1.dat). A filter function can filter out unwanted blocks. It gets the info + (see iload and iload trace_trials) from all traces and spike times and has to return True is the block is wanted + and False otherwise. + + :param basedir: basis directory of the recordings (e.g. 2014-06-06-aa) + :param spikefile: spikefile (e.g. stimspikes1.dat) + :param traces: trace numbers as a list (e.g. [1,2]) + :param filterfunc: function that gets the infos from all traces and spike times and indicates whether the block is wanted or not + """ + + if filterfunc is None: filterfunc = lambda inp: True + + if type(traces) is not types.ListType: + traces = [traces] + + assert spikefile in identifiers, """iload_io_pairs does not know how to identify trials in stimuli.dat which + correspond to trials in {0}. Please update pyRELACS.DataLoader.identifiers + accordingly""".format(spikefile) + iterators = [info_filter(iload_trace_trials(basedir, tn), identifiers[spikefile]) for tn in traces] \ + + [iload_spike_blocks(basedir + '/' + spikefile)] + + for stuff in izip(*iterators): + info, key, dat = zip(*stuff) + if filterfunc(*info): + yield info, key, dat + +def iload_spike_blocks(filename): + """ + Loades spike times from filename and merges trials with incremental trial numbers into one block. + Spike times are assumed to be in seconds and are converted into ms. + """ + current_trial = -1 + ret_dat = [] + old_info = old_key = None + for info, key, dat in iload(filename): + if 'trial' in info[-1]: + if int(info[-1]['trial']) != current_trial + 1: + yield old_info[:-1], key, ret_dat + ret_dat = [] + + current_trial = int(info[-1]['trial']) + if not any(isnan(dat)): + ret_dat.append(squeeze(dat)/1000.) + else: + ret_dat.append(array([])) + old_info, old_key = info, key + + else: + if len(ret_dat) > 0: + yield old_info[:-1], old_key, ret_dat + ret_dat = [] + yield info, key, dat + else: + if len(ret_dat) > 0: + yield old_info[:-1], old_key, ret_dat + + + + + +def iload_trace_trials(basedir, trace_no=1, before=0.0, after=0.0 ): + """ + returns: + info : metadata from stimuli.dat + key : key from stimuli.dat + data : the data of the specified trace of all trials + """ + x = fromfile('%s/trace-%i.raw' % (basedir, trace_no), float32) + p = re.compile('([-+]?\d*\.\d+|\d+)\s*(\w+)') + + for info, key, dat in iload('%s/stimuli.dat' % (basedir,)): + X = [] + val, unit = p.match(info[-1]['duration']).groups() + val = float( val ) + if unit == 'ms' : + val *= 0.001 + duration_index = key[2].index('duration') + + # if 'RePro' in info[1] and info[1]['RePro'] == 'FileStimulus': + # embed() + # exit() + sval, sunit = p.match(info[0]['sample interval%i' % trace_no]).groups() + sval = float( sval ) + if sunit == 'ms' : + sval *= 0.001 + + l = int(before / sval) + r = int((val+after) / sval) + + if dat.shape == (1,1) and dat[0,0] == 0: + warnings.warn("iload_trace_trials: Encountered incomplete '-0' trial.") + yield info, key, array([]) + continue + + + for col, duration in zip(asarray([e[trace_no - 1] for e in dat], dtype=int), asarray([e[duration_index] for e in dat], dtype=float32)): #dat[:,trace_no-1].astype(int): + tmp = x[col-l:col + r] + + if duration < 0.001: # if the duration is less than 1ms + warnings.warn("iload_trace_trials: Skipping one trial because its duration is <1ms and therefore it is probably rubbish") + continue + + if len(X) > 0 and len(tmp) != len(X[0]): + warnings.warn("iload_trace_trials: Setting one trial to NaN because it appears to be incomplete!") + X.append(NaN*X[0]) + else: + X.append(tmp) + + yield info, key, asarray(X) + + +def iload_traces(basedir, repro='', before=0.0, after=0.0 ): + """ + returns: + info : metadata from stimuli.dat + key : key from stimuli.dat + time : an array for the time axis + data : the data of all traces of a single trial + """ + p = re.compile('([-+]?\d*\.\d+|\d+)\s*(\w+)') + + # open traces files: + sf = [] + for trace in xrange( 1, 1000000 ) : + if path.isfile( '%s/trace-%i.raw' % (basedir, trace) ) : + sf.append( open( '%s/trace-%i.raw' % (basedir, trace), 'rb' ) ) + else : + break + + for info, key, dat in iload('%s/stimuli.dat' % (basedir,)): + + if len( repro ) > 0 and repro != info[1]['RePro'] : + continue + + val, unit = p.match(info[-1]['duration']).groups() + val = float( val ) + if unit == 'ms' : + val *= 0.001 + duration_index = key[2].index('duration') + + sval, sunit = p.match(info[0]['sample interval%i' % 1]).groups() + sval = float( sval ) + if sunit == 'ms' : + sval *= 0.001 + + l = int(before / sval) + r = int((val+after) / sval) + + if dat.shape == (1,1) and dat[0,0] == 0: + warnings.warn("iload_traces: Encountered incomplete '-0' trial.") + yield info, key, array([]) + continue + + deltat, unit = p.match(info[0]['sample interval1']).groups() + deltat = float( deltat ) + if unit == 'ms' : + deltat *= 0.001 + time = arange( 0.0, l+r )*deltat - before + + for d in dat : + duration = d[duration_index] + if duration < 0.001: # if the duration is less than 1ms + warnings.warn("iload_traces: Skipping one trial because its duration is <1ms and therefore it is probably rubbish") + continue + + x = [] + for trace in xrange( len( sf ) ) : + col = int(d[trace]) + sf[trace].seek( (col-l)*4 ) + buffer = sf[trace].read( (l+r)*4 ) + tmp = fromstring(buffer, float32) + if len(x) > 0 and len(tmp) != len(x[0]): + warnings.warn("iload_traces: Setting one trial to NaN because it appears to be incomplete!") + x.append(NaN*x[0]) + else: + x.append(tmp) + + yield info, key, time, asarray( x ) + + +def iload(filename): + meta_data = [] + new_meta_data = [] + key = [] + + within_key = within_meta_block = within_data_block = False + currkey = None + data = [] + + with open(filename, 'r') as fid: + for line in fid: + + line = line.rstrip().lstrip() + + if within_data_block and (line.startswith('#') or not line): + within_data_block = False + + yield list(meta_data), tuple(key), array(data) + data = [] + + # Key parsing + if line.startswith('#Key'): + key = [] + within_key = True + continue + if within_key: + if not line.startswith('#'): + within_key = False + else: + + key.append(tuple([e.strip() for e in line[1:].split(" ") if len(e.strip()) > 0])) + continue + + # fast forward to first data point or meta data + if not line: + within_key = within_meta_block = False + currkey = None + continue + # meta data blocks + elif line.startswith('#'): # cannot be a key anymore + if not within_meta_block: + within_meta_block = True + new_meta_data.append({}) + + if ':' in line: + tmp = [e.rstrip().lstrip() for e in line[1:].split(':')] + elif '=' in line: + tmp = [e.rstrip().lstrip() for e in line[1:].split('=')] + else: + currkey = line[1:].rstrip().lstrip() + new_meta_data[-1][currkey] = {} + continue + + if currkey is None: + new_meta_data[-1][tmp[0]] = tmp[1] + else: + new_meta_data[-1][currkey][tmp[0]] = tmp[1] + + else: + + if not within_data_block: + within_data_block = True + n = len(new_meta_data) + meta_data[-n:] = new_meta_data + new_meta_data = [] + currkey = None + within_key = within_meta_block = False + data.append([float(e) if (e != '-0' and isfloat(e)) else NaN for e in line.split()]) + else: # if for loop is finished, return the data we have so far + if within_data_block and len(data) > 0: + yield list(meta_data), tuple(key), array(data) + + +def recload(filename): + for meta, key, dat in iload(filename): + yield meta, fromarrays(dat.T, names=key[0]) + + +def load(filename): + """ + + Loads a data file saved by relacs. Returns a tuple of dictionaries + containing the data and the header information + + :param filename: Filename of the data file. + :type filename: string + :returns: a tuple of dictionaries containing the head information and the data. + :rtype: tuple + + """ + with open(filename, 'r') as fid: + L = [l.lstrip().rstrip() for l in fid.readlines()] + + ret = [] + dat = {} + X = [] + keyon = False + currkey = None + for l in L: + # if empty line and we have data recorded + if (not l or l.startswith('#')) and len(X) > 0: + keyon = False + currkey = None + dat['data'] = array(X) + ret.append(dat) + X = [] + dat = {} + + if '---' in l: + continue + if l.startswith('#'): + if ":" in l: + tmp = [e.rstrip().lstrip() for e in l[1:].split(':')] + if currkey is None: + dat[tmp[0]] = tmp[1] + else: + dat[currkey][tmp[0]] = tmp[1] + elif "=" in l: + tmp = [e.rstrip().lstrip() for e in l[1:].split('=')] + if currkey is None: + dat[tmp[0]] = tmp[1] + else: + dat[currkey][tmp[0]] = tmp[1] + elif l[1:].lower().startswith('key'): + dat['key'] = [] + + keyon = True + elif keyon: + + dat['key'].append(tuple([e.lstrip().rstrip() for e in l[1:].split()])) + else: + currkey = l[1:].rstrip().lstrip() + dat[currkey] = {} + + elif l: # if l != '' + keyon = False + currkey = None + X.append([float(e) for e in l.split()]) + + if len(X) > 0: + dat['data'] = array(X) + else: + dat['data'] = [] + ret.append(dat) + + return tuple(ret) + + + + + diff --git a/projects/project_serialcorrelation/code/DataLoader.pyc b/projects/project_serialcorrelation/code/DataLoader.pyc new file mode 100644 index 0000000000000000000000000000000000000000..164e9f4a131da78922ff6bd078e92ee1d4e88840 GIT binary patch literal 12074 zcmd5?O>7*=b*}0e{?CZykd(;%@%FB))ks>BlGeMiX?a(&D8UC(k3S7}bbGpfC za;AIO)w3kmBoIVv{N{j3nRp zs)rnMsmOs7n1h*``s=D!uU@_Hy;oiM*Ye=+4t@J!P34~={%_)EzNnQ7@YSlJR8y;E zt@Q4=R5_~QsAfSe7nEL#%Svk<7Fmk5ddO!As?npCd!%zwHF{OEPc8SUX1`kQSIq&n zJfNC`YI#sKht%?rYL?V;Nj1xAxvZLJ)bbhC99GN2syU*TM^tlEEsrYAaeGvwqMBoB zdCZnE&$wE)L?J(+mM2u?sGwJUjNX0f&7fa$1M1D?vnm*5Vfma2h9omdLW7d}7>j#O z1!bvxUIk}VFf88@^)VLtf(k}EH5I9OQ3Yet`Ex25m&{8ln2?OiF&C?6!NKUi@Tr1} zDk~ys`C0w26nzx67OF#R>_OtEslS``O3shh!>oYpg1?aU<9{tpnrl%b%=%bpB!2e# zb;cXUQ28h z>rIAaww^S@*$qFQ#e!zD(67}&>Fi=H3gawVi)y!%W~-gC&YV!!N|TMSmYLZ+^Vo!G zFXGn>VGb}VkP1A}tLvw8= z@UvfzJ08cjj3IXyZ@qiS4{roDr+^pUDCm%t<6jw;jNkMdjgz=Q$rTy7g3NA3VFMv1 zPoO9=trnN!iYjJ~+8k8rtJDz?>P4!DMUj975gCyfk!d+34^qf5CGvg0(GKsVX_88h zyMDujR&Y4!hip9s+>%om8KHj+bQzMabU_d5eqGiz2PM+W!%@S}d>P5k7s#dgmDkjx zg4%b~KGLGv!x3}HyR?s)y@J{+s+ca*n=E|9Lv(&GJ#`WW%QxP>$CTifp&|URS=mt>=y_lrCQbftE zhBNCk?)9tJzA%0DO@4jz2xU~7^F zz$5c?j=K3+!Z&NBCZ;Oh|@><-V_b-Qu9xf-U}aD3fHWU_qX53ap-eZ_8JXF|I( z+?ct;?Ga%*vH`iUJcG4S97HuggJ^BnLvqVX7p3u#tuCZBPBJ0C*0Ck{zevgE`36XI z0D$%0I1;Pb3&=%r>lElILBVN|V=aMyCSerK$5HaQ_& zk+O@8qQtsU?DD*{8xf5Muq~?9?Z)zSKjR}di)kf1jY-#t-@3X#Y7)7-z9`B4kpr8d-?R+G}e9nH~YjdjZKQ5JKVJ zF|h+>W)g`imsH7_&?RTssp!}Aq%)>b(sJbb(aw`52>La!45+y;Xa`(`Z&b7v$Ica+ zY1UwyU-_A!RS)qCm<6l^q|v?ye5QXx=H+EN0YE>1AT0lLn+27AOAuNs7oZ0?6`KXf zYBBgT4}uVEAknoi2V(O>KDN=Luw%9oP&k1(bUfB+=_6L7inSmFGdXqgY1_%@f)&O7!ls?3XLl+sYY3w-G@er$#b4EN$U@AU0Ke-w4f1%0)}}VQTW^!P@NMfx^aiuSyIyLJJO4~ zNMn=cSN=eFT2cGZR?s*VwKuFL`8T4@y}UoJ_Qts4O<4Xv*EzLkgxak?)u1fH5;>*f zlAyl6;jm_$HMR-$x9^UA_M{B8IR*@H>ciwBYYR=Y=T( z4HqIg!RAeN5+ktNP?>Y@#I>Z&zM^nz2v5QG2;Ga*S1(%aJ|oIB5Ob;iltC6ZqgD$} zgeZTD39DhvZ^Oom;3;(|r=5M{TGQ%!n&2T!DRyB4LSC!>YGc<;+pDXQshjtnHd&Z4 zfYvn^umr(I;7Mmn*N1ZVVdr*Grn9b>7plT7qKELs7E!Vs6lwB^G9E2GVKqdGz{w$i zjNWzDvj=RzT3w)IJx$sz<53bV^29;7Vh7EUpAH=Np`zo`kQ9NNMu zp!NuyqWl>+1!e$_&k1QiCR7BIm=x;=`u~`?w=u%o4nheQ3#`mWkHG0MW{~2MV-$~y zeF2I`ISg?Y_JyT*#6hJ{JSql2g~$%TBv@kq&^V4IOzv0I&gV(o{K^ZOz=|*6muQOH zo|2%c@8rZ*gxIa?4$zbmHKBI?k`l$;6{`hA%&+{32o*Sjp?Zbj{j+RmVFPt20Jm|m zBPiNwz=W2#ykY;G$|lqv(z9ZsP0B12T{84)f%8tXhM5V9Mds?jWteNlgz%j7!e-7gk2%LjU z11AJ`RW5)>FkR~XoycPL31Ht9RU*c_2KpQDYC+Bd{WCyaa3;F>)nRp#Nnjyn^(5p6 zGt}Xwi>Om1$}cB9lP+}{31wic#DJklJ23dK_uO-8p3w+zQ%s< zFd^?mtc<-p6}#b>P2j!Do(oLA!Q?&@T3j9%=Pe?U1qWdxgOAHS;ZYGgAh4qN>+JX& zosO#rLWQaKKFU@6Z1StS6D8NWW%c(^#ytu?{lkS`T-QwL^G=U*-gy+EVc!cm4jE5pj2e`cf z>Lfe_=NFp>u%~(9s89aWfg`;0Z;qhI_Z>L207G09J%J5^D;_+C8br6gC-rha1jTB0 zSuCLz)9^9}_Jf!R^q29l)$0ACgLykglKRCyz~C4}x}<+0WP{WJdhuI#aswiLi?#r} ziK$|KDwCiC>S68-(rd0IR?-^kyvZM_h3iffB`= zUzsFdxapB--iKC`PdVg%e5{*gmAVDrIo8+);q6^z5O8oIuUoMCi0A9PT*93Hdbn%dT53+$1s|cG*ghxeSHx>J zY@EJYqSe&n97c4$ zxJj)>l!?B#UK0oP80EG~zldCwYQg(8B-j{ujtEFFbm&WDF%GvMAJj+)U#`PRK@>BP z2n!ajqb*8DxlQP<dUo zo+agd5ml&^30A5hj zH2^&tX$4pSn{MQutDuxXVQ)S+F#~D}Z~s7v{hivXi+Tj<2UBf31Qpw1T|foW&=1s; z__GKP)(ejt4y#rAvTCk(SQEP8N8@R{7P24?Hr#bOZ33Op@|nYIUdg{s!w($5MLzG} z9-CLx@TA0@ls#S%(!0uYK-p+$S|0UcNG}x_0uS{t|_j?GCyMU@GutLdDW#3 zKLPJEFx<_XX*_p0eg5u7=Pql`z1z9o%Olz1^Rn6Av&}KkE3eE@dEreDz*)R5@vky2jXbyG>gy2+9&#ZD+apD*Qv2(S}g?Yk?2_6yz`^or{=427tJ?fwAR$gx7IfIOYtZTzwg1iwBw* z>nn3xO5Mm z{zfwi+Kuon!mqiEWCSm3j>`+1C4EoR@+modeY0E~=pX1Qy*Thn<@L&)fp-Ra{u@+# B!AbxC literal 0 HcmV?d00001 diff --git a/projects/project_serialcorrelation/code/goodbaselinefiles.dat b/projects/project_serialcorrelation/code/goodbaselinefiles.dat new file mode 100644 index 0000000..b81f917 --- /dev/null +++ b/projects/project_serialcorrelation/code/goodbaselinefiles.dat @@ -0,0 +1,30 @@ +03-03-28-ab +03-03-28-ac +03-03-28-af +03-03-31-ad +03-03-31-af +03-03-31-ai +03-03-31-ak +03-03-31-al +03-04-07-ab +03-04-07-ac +03-04-07-ad +03-04-07-ae +03-04-07-af +03-04-07-ag +03-04-07-aj +03-04-10-aa +03-04-10-ac +03-04-10-ad +03-04-10-ae +03-04-10-af +03-04-10-ag +03-04-10-ah +03-04-10-ai +03-04-10-aj +03-04-14-ab +03-04-14-ad +03-04-14-ae +03-04-14-af +03-04-14-ah +03-04-16-ab diff --git a/projects/project_serialcorrelation/code/transformdata.py b/projects/project_serialcorrelation/code/transformdata.py new file mode 100644 index 0000000..9f32b56 --- /dev/null +++ b/projects/project_serialcorrelation/code/transformdata.py @@ -0,0 +1,45 @@ +import numpy as np +from scipy.io import savemat +import matplotlib.pyplot as plt +import DataLoader as dl + +cells = [] +spikes = [] +with open('goodbaselinefiles.dat') as sf: + for line in sf: + cell = line.strip() + datapath = '/data/jan/data/efish/smallchirps/single/data/' + cell + for info, key, data in dl.iload(datapath + '/basespikes.dat'): + cells.append(cell) + spikes.append(data[:, 0]) + break + +spikesobj = np.zeros((len(spikes), ), dtype=np.object) +cellsobj = np.zeros((len(cells), ), dtype=np.object) +for k in range(len(spikes)): + spikesobj[k] = 0.001*spikes[k] + cellsobj[k] = cells[k] +savemat('baselinespikes.mat', mdict={'cells': cellsobj, 'spikes': spikesobj}) + +exit() + +trial = 0 +intensities = [] +spikes = [] +for info, key, data in dl.iload('03-04-07-ab-fispikes.dat'): + if info[0]['Index'] == '1': + trial = int(info[1]['Trial']) + intensity = float(info[1]['Intensity'].replace('mV/cm', '')) + if trial == 0: + intensities.append(intensity) + spikes.append([]) + prevtrial = trial + spikes[-1].append(data[:, 0]) + +spikesobj = np.zeros((len(spikes), len(spikes[0])), dtype=np.object) +for k in range(len(spikes)): + for j in range(len(spikes[k])): + spikesobj[k, j] = 0.001*spikes[k][j] + +savemat('ficurvespikes.mat', mdict={'intensities': intensities, 'spikes': spikesobj}) + diff --git a/projects/project_serialcorrelation/serialcorrelation.tex b/projects/project_serialcorrelation/serialcorrelation.tex new file mode 100644 index 0000000..74162df --- /dev/null +++ b/projects/project_serialcorrelation/serialcorrelation.tex @@ -0,0 +1,81 @@ +\documentclass[addpoints,11pt]{exam} +\usepackage{url} +\usepackage{color} +\usepackage{hyperref} + +\pagestyle{headandfoot} +\runningheadrule +\firstpageheadrule +\firstpageheader{Scientific Computing}{Project Assignment}{11/05/2014 + -- 11/06/2014} +%\runningheader{Homework 01}{Page \thepage\ of \numpages}{23. October 2014} +\firstpagefooter{}{}{} +\runningfooter{}{}{} +\pointsinmargin +\bracketedpoints + +%\printanswers +%\shadedsolutions + + +\begin{document} +%%%%%%%%%%%%%%%%%%%%% Submission instructions %%%%%%%%%%%%%%%%%%%%%%%%% +\sffamily +% \begin{flushright} +% \gradetable[h][questions] +% \end{flushright} + +\begin{center} + \input{../disclaimer.tex} +\end{center} + +%%%%%%%%%%%%%% Questions %%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{questions} + \question P-unit electroreceptor afferents of the gymnotiform weakly + electric fish \textit{Apteronotus leptorhynchus} are spontaneously + active when the fish is not electrically stimulated. + \begin{itemize} + \item How does the firing rates and the serial correlations of the + interspike intervals vary between different cells? + \end{itemize} + + In the file \texttt{baselinespikes.mat} you find two variables: + \texttt{cells} is a cell-array with the names of the recorded cells + and \texttt{spikes} is a cell array containing the spike times in + seconds of recorded spontaneous activity for each of these cells. + \begin{parts} + \part Load the data! How many cells are contained in the file? + + \part Plot the spike rasters of a few cells. + + For the presentation, choose a few cells based on the results of + this project. + + By just looking on the spike rasters, what are the differences + betwen the cells? + + \part Compute the firing rate of each cell, i.e. number of spikes per time. + + Illustrate the results by means of a histogram and/or box whisker plot. + + \part Compute and plot the serial correlations between interspike intervals up to lag 10. + + What do you observe? In what way are the interspike-interval + correlations similar betwen the cells? How do they differ? + + \part Implement a permutation test for computing the significance + at a 1\,\% level of the serial correlations. Illustrate for a few + cells the computed serial correlations and the 1\,\% and 99\,\% + percentile from the permutation test. At which lag are the serial + correlations clearly significant? + + \part Are the serial correlations somehow dependent on the firing rate? + + Plot the significant correlations against the firing rate. Do you + observe any dependence? + \end{parts} + +\end{questions} + +\end{document} diff --git a/projects/project_serialcorrelation/solution/firingrate.m b/projects/project_serialcorrelation/solution/firingrate.m new file mode 100644 index 0000000..95a8073 --- /dev/null +++ b/projects/project_serialcorrelation/solution/firingrate.m @@ -0,0 +1,9 @@ +function rate = firingrate(spikes, tmin, tmax) +% mean firing rate between tmin and tmax. +rates = zeros(length(spikes), 1); +for i = 1:length(spikes) + times= spikes{i}; + rates(i) = length(times((times>=tmin)&(times<=tmax)))/(tmax-tmin); +end +rate = mean(rates); +end diff --git a/projects/project_serialcorrelation/solution/isiserialcorr.m b/projects/project_serialcorrelation/solution/isiserialcorr.m new file mode 100644 index 0000000..c5791fb --- /dev/null +++ b/projects/project_serialcorrelation/solution/isiserialcorr.m @@ -0,0 +1,26 @@ +function isicorr = isiserialcorr(spikes, maxlag) +% serial correlation of interspike intervals +% +% isicorr = isiserialcorr(spikes, maxlag) +% +% Arguments: +% spikes: spike times in seconds +% maxlag: the maximum lag +% +% Returns: +% isicorr: vector with the serial correlations for lag 0 to maxlag + +isivec = []; +for k = 1:length(spikes) + times = spikes{k}; + isivec = [isivec; diff(times(:))]; +end + +lags = 0:maxlag; +isicorr = zeros(size(lags)); +for k = 1:length(lags) + lag = lags(k); + if length(isivec) > lag+10 % ensure "enough" data + isicorr(k) = corr(isivec(1:end-lag), isivec(lag+1:end)); + end +end diff --git a/projects/project_serialcorrelation/solution/isiserialcorrbootstrap.m b/projects/project_serialcorrelation/solution/isiserialcorrbootstrap.m new file mode 100644 index 0000000..579281c --- /dev/null +++ b/projects/project_serialcorrelation/solution/isiserialcorrbootstrap.m @@ -0,0 +1,46 @@ +function [isicorr, lowerbound, upperbound] = isiserialcorrbootstrap(spikes, maxlag) +% serial correlation of interspike intervals +% +% isicorr = isiserialcorrbootstrap(spikes, maxlag) +% +% Arguments: +% spikes: spike times in seconds +% maxlag: the maximum lag +% +% Returns: +% isicorr: vector with the serial correlations for lag 0 to maxlag + +isivec = []; +for k = 1:length(spikes) + times = spikes{k}; + isivec = [isivec; diff(times(:))]; +end + +lags = 0:maxlag; + +isicorr = zeros(size(lags)); +for k = 1:length(lags) + lag = lags(k); + if length(isivec) > lag+10 % ensure "enough" data + isicorr(k) = corr(isivec(1:end-lag), isivec(lag+1:end)); + end +end + +repeats = 1000; +isicorrshuffled = zeros(repeats, length(lags)); +for i = 1:repeats + isishuffled = isivec(randperm(length(isivec))); + for k = 1:length(lags) + lag = lags(k); + if length(isivec) > lag+10 % ensure "enough" data + isicorrshuffled(i, k) = corr(isishuffled(1:end-lag), isishuffled(lag+1:end)); + end + end +end +bounds = prctile(isicorrshuffled, [1.0 99], 1); +lowerbound = bounds(1, :); +upperbound = bounds(2, :); +end + + + diff --git a/projects/project_serialcorrelation/solution/serialcorrelation.m b/projects/project_serialcorrelation/solution/serialcorrelation.m new file mode 100644 index 0000000..49941a8 --- /dev/null +++ b/projects/project_serialcorrelation/solution/serialcorrelation.m @@ -0,0 +1,64 @@ +%% load data: +data = load('baselinespikes.mat'); +spikes = data.spikes; +cells = data.cells; + +%% print raster: +maxn = length(spikes); +if maxn > 5 + maxn = 5; +end +figure() +for k = 1:maxn + subplot(maxn, 1, k); + spikeraster(spikes(k), 0.0, 1.0) + title(cells{k}) +end + +%% firing rates: +rates = zeros(length(spikes), 1); +for k = 1:length(spikes) + rates(k) = firingrate(spikes(k), 0.0, 9.0); +end +figure(); +subplot(1, 2, 1); +boxplot(rates); +subplot(1, 2, 2); +hist(rates, 20) + + +%% serial correlations: +maxlag = 10; +lags = 0:maxlag; +corrs = zeros(length(spikes), 1); +figure(); +for k = 1:length(spikes) + isicorrs = isiserialcorr(spikes(k), maxlag); + corrs(k) = isicorrs(2); + plot(lags, isicorrs); + hold on; +end +hold off; +figure(); +plot(rates, corrs, 'o'); +ylim([-0.7 0]) + + +%% bootstrap serial correlations: +maxlag = 10; +lags = 0:maxlag; +figure(); +for k = 1:maxn + [isicorr, lowerbound, upperbound] = isiserialcorrbootstrap(spikes(k), maxlag); + subplot(maxn, 1, k); + plot(lags, isicorr, 'b', 'linewidth', 2) + hold on; + plot(lags, lowerbound, 'r', 'linewidth', 1) + plot(lags, upperbound, 'r', 'linewidth', 1) + hold off; +end + + + + + diff --git a/projects/project_serialcorrelation/solution/spikeraster.m b/projects/project_serialcorrelation/solution/spikeraster.m new file mode 100644 index 0000000..4eb1b8b --- /dev/null +++ b/projects/project_serialcorrelation/solution/spikeraster.m @@ -0,0 +1,30 @@ +function spikeraster(spikes, tmin, tmax) +% Display a spike raster of the spike times given in spikes. +% +% spikeraster(spikes, tmax) +% spikes: a cell array of vectors of spike times in seconds +% tmin: plot spike raster starting at tmin seconds +% tmax: plot spike raster upto tmax seconds + +ntrials = length(spikes); +for k = 1:ntrials + times = spikes{k}; + times = times((times>=tmin) & (times<=tmax)); + if tmax < 1.5 + times = 1000.0*times; % conversion to ms + end + for i = 1:length( times ) + line([times(i) times(i)],[k-0.4 k+0.4], 'Color', 'k'); + end +end +if (tmax-tmin) < 1.5 + xlabel('Time [ms]'); + xlim([1000.0*tmin 1000.0*tmax]); +else + xlabel('Time [s]'); + xlim([tmin tmax]); +end +ylabel('Trials'); +ylim([0.3 ntrials+0.7 ]); +end +