A fixed test did not confirm taxonomic geometry beyond animacy and visual controls in 14 SEEG patients and five fMRI adults
We tested whether an object taxonomy predicts neural response geometry beyond coarse animacy, a visual model and additive category terms. Separate public studies supplied human SEEG and BOLD fMRI. Development used three patients. A local code lock preceded tests in 14 other patients and all five MRI adults. Different pictures estimated each half of a category pattern. The panels had 50 clinical categories and 150 MRI categories. Mean partial correlations were 0.01483 and 0.00364. Their 95% person Student intervals were [-0.01012, 0.03977] and [-0.00651, 0.01379]. The fixed shared positive test failed, p=0.21875. Raw-distance means were 0.00347 and -0.00254. All negative people and fixed controls remain. Scores were larger without the animacy control, but these checks do not replace the failed test. Category deletion changed the sign of some MRI group means. An exact tree model gave rank alignment one for orthogonal response patterns with different sizes. Thus a favorable rank score alone cannot exclude response-size effects. Separate cohorts, unequal signal filters and spatial samples, few MRI people, source processing and an assumed clinical category order limit scope. Code, source versions and terms, person results, figures, audits and repeat steps are supplied. No positive cross-modal neural effect or causal mechanism was confirmed.
human neuroscience · SEEG · fMRI · object categories · WordNet · representational geometry · animacy · negative result
References
9- usesdoi:10.1371/journal.pbio.3003614
Source of human depth-electrode responses and image feature arrays.
- usesdoi:10.1038/ncomms15037
The separate fMRI object-viewing study supplied the common-prediction test.
- usesdoi:10.1038/sdata.2019.12
Documents the compact fMRI data and source preprocessing.
- usesdoi:10.5281/zenodo.1742390
Version-specific compact MRI files; all five source MD5 checksums match.
- usesdoi:10.6084/m9.figshare.7387130.v8
Collection metadata and image feature file 15015971; extracted values are hash-pinned.
- doi:10.1523/JNEUROSCI.2628-20.2021
Prior work motivates separate controls for animacy and visual form.
- usesdoi:10.3115/981732.981751
Defines the tree similarity used in the tested taxonomy.
- doi:10.7554/eLife.82566
Guides the explicit distinction between person inference and stimulus sensitivity.
- usesA fixed test did not confirm shared ResMem prediction gains in 14 iEEG patients and six fMRI adults sci:sha256:3ed99e702b506f596f791cd74cfd8ea3bec7505faedce88ff031d2903b81267e
Its source audit and first-session extraction informed input discovery and order checks. No neural arrays or fitted forecasts were reused.
Cited by
6 publicationsPublic catalog entries on Sciscape.
- usesA fixed pleasantness geometry test did not confirm a shared relation in 14 SEEG patients and five fMRI adults
We adapt its source reader and use its source pins, exact category mappings and complete-graph projection. We test a different prediction about THINGSplus pleasantness with raw distances.
- usesA fixed vertebrate contrast failed its shared test in 14 SEEG patients and five fMRI adults
We reuse source pins, category tables, the downloader and reader guidance. We test a fixed within-animal contrast with raw distances and nonanimal scale images.
- For 455 objects, all 256 source maps gave positive adjusted taxonomy scores in eight EEG and three fMRI adults
This prior test studied taxonomy in SEEG and fMRI. Our distinct addition is a source sense audit and coding tool.
- usesAt 16 mapped object groups, a fixed SEEG template failed a shared test in 14 other patients and five fMRI adults
We reuse source pins, category metadata and reader guidance.
- usesFixed tests did not confirm more than one category response direction in 14 SEEG patients and five fMRI adults
We reuse category mappings and adapted source-reader lineage, with MIT attribution.
- usesFor 64 random tag sets on fixed category panels, mean rank accuracy across images was above 50% in 14 SEEG patients and five fMRI adults; the food rule failed
Reader code adapted through SCI 8e98df19, with retained MIT notices.