data_signature

data_signature_stats

params.anova_p_threshold=0.010000; params.ttest_p_threshold=0.010000; params.thres_mua_stim_slope_upper=4.000000; params.thres_mua_stim_slope_lower=0.250000; params.thres_lfp_stim_slope_upper=4.000000; params.thres_lfp_stim_slope_lower=0.250000; params.skip_groups=[];

Number of sites

MUA

number of sites included in analysis = 522

number of sites excluded from analysis

60/120/hfn non-IT STS unstable no data slope

n_out_mua 12 30 12 26 31 0

LFP

number of sites included in analysis = 366

number of sites excluded from analysis

60/120/hfn non-IT STS unstable no data slope

n_out_lfp 108 30 12 25 94 5

	60/120/hfn	non-IT	STS	unstable	no data	slope
n_out_lfp	108	30	12	25	94	5

60/120/hfn = peaks at 60 Hz or harmonics or high-frequency noise
non-IT = sites outside IT or STS
STS = sites in STS
unstable = unstable recordings
no data = sites without enough number of repetitions
slope = number of sites with change in slope larger than threshold (MUA [0.25 4.00], LFP [0.25 4.00])

Preprocessing

MUA

	mean	s.d.	min	max	median	n
pres	10.30	1.81	7.72	20.03	10.01	522
change stim mua	1.17	0.37	0.27	3.89	1.10	522
change bckg mua	1.13	0.26	0.28	2.64	1.09	522
cv stim	0.89	0.12	0.46	1.37	0.89	522
cv bckg	0.85	0.14	0.45	1.31	0.84	522

Distributions figure (plots with frequency distribution of pres, change stim mua, change bckg mua, cv stim and cv bckg)

LFP

	mean	s.d.	min	max	median	n
change stim lfp 1	0.96	0.19	0.42	2.56	0.94	366
change bckg lfp 1	0.89	3.35	-58.67	23.30	0.94	366

Distributions figure (plots with frequency distribution of change stim lfp and change bckg lfp)

pres = number of repetitions of each image
change stim = average response during last repetition / average response during first repetition, stimulus interval
change bckg = average response during last repetition / average response during first repetition, background interval
CV = coefficient of variation of the interspike interval distribution

Selectivity

MUA

number of selective sites

	stimulus		background
	nsites selective	percentage selective	nsites selective	percentage selective
MUA	429	82.18	7	1.34

nsites selective = number of sites with p ANOVA < threhsold=0.010000
percentage selective = percentage of total sites analyzed that were selective
stimulus = stimulus interval [100;300) ms with respect to stimulus onset
background = background interval [-200;0) ms with respect to stimulus onset

number of selective images and variance ratio

number of sites with at least 1 selective image = 389 (74.52 %)

mean s.d. min max median n

n sel mua 5.71 4.03 0.00 21.00 5.00 429

r stim mua 3.37 1.93 1.46 19.61 2.95 429

r bckg mua 1.50 0.05 1.46 1.56 1.48 7

Distributions figure (plots with frequency distribution of n sel mua and r stim mua

	mean	s.d.	min	max	median	n
n sel mua	5.71	4.03	0.00	21.00	5.00	429
r stim mua	3.37	1.93	1.46	19.61	2.95	429
r bckg mua	1.50	0.05	1.46	1.56	1.48	7

n sel MUA = number of images that had p < threshold=0.010000 in the post-hoc t test
r stim MUA = across picture variance / within picture variance

LFP

number of selective sites

		stimulus		background
	LFP variable	nsites selective	percentage selective	nsites selective	percentage selective
1	max(LFP)-min(LFP)	189	51.64	2	0.55
2	msa power	167	45.63	2	0.55
3	[0;10) Hz	173	47.27	2	0.55
4	[10;20) Hz	143	39.07	1	0.27
5	[20;30) Hz	41	11.20	3	0.82
6	[30;40) Hz	34	9.29	3	0.82
7	[40;100) Hz	68	18.58	4	1.09
8	[100;300) Hz	190	51.91	5	1.37

number of selective images and variance ratio

	mean	s.d.	min	max	median	n
number of sites with 1 selective image max(LFP)-min(LFP)	146	39.89
n sel lfp max(LFP)-min(LFP)	5.12	4.96	0.00	27.00	4.00	189
r stim lfp max(LFP)-min(LFP)	3.05	1.65	1.45	10.54	2.45	189
r bckg lfp max(LFP)-min(LFP)	1.53	0.02	1.51	1.54	1.53	2
number of sites with 1 selective image msa power	111	30.33
n sel lfp msa power	3.40	3.93	0.00	26.00	2.00	167
r stim lfp msa power	2.84	1.39	1.45	10.26	2.40	167
r bckg lfp msa power	1.54	0.11	1.47	1.62	1.54	2
number of sites with 1 selective image [0;10) Hz	128	34.97
n sel lfp [0;10) Hz	3.64	3.08	0.00	14.00	3.00	173
r stim lfp [0;10) Hz	2.75	1.23	1.45	6.36	2.29	173
r bckg lfp [0;10) Hz	1.49	0.00	1.49	1.50	1.49	2
number of sites with 1 selective image [10;20) Hz	53	14.48
n sel lfp [10;20) Hz	1.05	1.91	0.00	11.00	0.00	143
r stim lfp [10;20) Hz	2.67	1.01	1.47	5.80	2.44	143
r bckg lfp [10;20) Hz	1.51	0.00	1.51	1.51	1.51	1
number of sites with 1 selective image [20;30) Hz	4	1.09
n sel lfp [20;30) Hz	0.17	0.67	0.00	4.00	0.00	41
r stim lfp [20;30) Hz	1.71	0.21	1.45	2.25	1.64	41
r bckg lfp [20;30) Hz	1.49	0.03	1.47	1.53	1.48	3
number of sites with 1 selective image [30;40) Hz	3	0.82
n sel lfp [30;40) Hz	0.15	0.56	0.00	3.00	0.00	34
r stim lfp [30;40) Hz	1.73	0.29	1.44	2.61	1.60	34
r bckg lfp [30;40) Hz	1.57	0.01	1.56	1.58	1.56	3
number of sites with 1 selective image [40;100) Hz	27	7.38
n sel lfp [40;100) Hz	0.94	1.45	0.00	6.00	0.00	68
r stim lfp [40;100) Hz	1.87	0.53	1.45	5.24	1.74	68
r bckg lfp [40;100) Hz	1.48	0.01	1.46	1.50	1.48	4
number of sites with 1 selective image [100;300) Hz	138	37.70
n sel lfp [100;300) Hz	2.67	2.30	0.00	11.00	2.00	190
r stim lfp [100;300) Hz	2.67	1.62	1.45	16.64	2.23	190
r bckg lfp [100;300) Hz	1.68	0.26	1.46	2.13	1.61	5

Distributions figure

selectivity for the cases that are left out

MUA

	60/120/hfn	non-IT	STS	unstable	no data	slope
n_out_mua	12	30	12	26	31	0
nsites_sel_stim_mua2	3	0	8	9	2	0
psites_sel_stim_mua2	25	0	67	35	6	NaN
nsites_sel_bckg_mua2	0	0	0	0	0	0
psites_sel_bckg_mua2	0	0	0	0	0	NaN

LFP

		60/120/hfn	non-IT	STS	unstable	no data	slope
n_out_lfp		108	30	12	25	94	5
nsites_sel_stim_lfp2	max(LFP)-min(LFP)	27	0	4	2	4	0
psites_sel_stim_lfp2	max(LFP)-min(LFP)	25	0	33	8	4	0
nsites_sel_bckg_lfp2	max(LFP)-min(LFP)	4	1	0	0	0	0
psites_sel_bckg_lfp2	max(LFP)-min(LFP)	4	3	0	0	0	0
nsites_sel_stim_lfp2	msa power	28	0	3	0	3	0
psites_sel_stim_lfp2	msa power	26	0	25	0	3	0
nsites_sel_bckg_lfp2	msa power	1	0	0	1	0	0
psites_sel_bckg_lfp2	msa power	1	0	0	4	0	0
nsites_sel_stim_lfp2	[0;10) Hz	6	0	2	1	3	0
psites_sel_stim_lfp2	[0;10) Hz	6	0	17	4	3	0
nsites_sel_bckg_lfp2	[0;10) Hz	0	0	0	1	0	0
psites_sel_bckg_lfp2	[0;10) Hz	0	0	0	4	0	0
nsites_sel_stim_lfp2	[10;20) Hz	6	0	0	0	1	0
psites_sel_stim_lfp2	[10;20) Hz	6	0	0	0	1	0
nsites_sel_bckg_lfp2	[10;20) Hz	1	1	0	0	0	0
psites_sel_bckg_lfp2	[10;20) Hz	1	3	0	0	0	0
nsites_sel_stim_lfp2	[20;30) Hz	3	1	1	0	1	1
psites_sel_stim_lfp2	[20;30) Hz	3	3	8	0	1	20
nsites_sel_bckg_lfp2	[20;30) Hz	2	1	0	0	0	0
psites_sel_bckg_lfp2	[20;30) Hz	2	3	0	0	0	0
nsites_sel_stim_lfp2	[30;40) Hz	2	0	0	1	0	0
psites_sel_stim_lfp2	[30;40) Hz	2	0	0	4	0	0
nsites_sel_bckg_lfp2	[30;40) Hz	2	0	0	0	0	0
psites_sel_bckg_lfp2	[30;40) Hz	2	0	0	0	0	0
nsites_sel_stim_lfp2	[40;100) Hz	5	0	0	0	1	0
psites_sel_stim_lfp2	[40;100) Hz	5	0	0	0	1	0
nsites_sel_bckg_lfp2	[40;100) Hz	2	0	0	0	0	0
psites_sel_bckg_lfp2	[40;100) Hz	2	0	0	0	0	0
nsites_sel_stim_lfp2	[100;300) Hz	35	0	6	6	3	2
psites_sel_stim_lfp2	[100;300) Hz	32	0	50	24	3	40
nsites_sel_bckg_lfp2	[100;300) Hz	1	0	0	0	0	0
psites_sel_bckg_lfp2	[100;300) Hz	1	0	0	0	0	0

Home