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Distributed Representations Meeting, 15 March 2012 Irina Simanova.

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Presentation on theme: "Distributed Representations Meeting, 15 March 2012 Irina Simanova."— Presentation transcript:

1 Distributed Representations Meeting, 15 March 2012 Irina Simanova

2 Materials and methods 7 epileptic patients, 16 sessions Sites: hyppocampus, amygdala, enthorinal cortex, parahippocampal cotrex Microwire electrodes: 8 recording channels and the reference 11-20 objects (M = 16, SD = 3.1) presented, for each object: 3 pictures, a spoken name, a written name; 6 times each Firing units detected; also addressed if the firing was preferred to pictures (visual invariance) Out of 750 units 79 had a significant response to at least one stimulus

3 A neuron in the left anterior hippocampus

4 A neuron in the enthorinal cortex

5 A neuron in the amygdala

6 Response invariance Visual invariance: ROC analysis, p<0.01 Triple invariance: visual invariance + significant responses to spoken or visual names N responses to the individual / total number of pictures of this individual (3). N responses to the other pictures/ total number of other pictures. Amplitude thresholds:

7 Visual invariance

8 Triple invariance

9 Discussions:

10 Modality-independent decoding of conceptual information (fMRI study) (Simanova et al., submitted)

11 Searchlight SVM, generalization across the four modalities, group-level statistical results

12 Multimodal integration = conceptual representation ?

13


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