DocumentCode
1817130
Title
Lesion effects in a bihemispheric letter-identification model
Author
Shevtsova, Natalia ; Reggia, James A.
Author_Institution
Kogan Res. Inst. for Neurocybernetics, Rostov State Univ., Russia
Volume
1
fYear
1999
fDate
1999
Firstpage
215
Abstract
The effects of simulated lesions on a bihemispheric letter-identification model are examined in the acute and chronic phases under various assumptions about hemispheric asymmetries, callosal influence, and lesion size and side. In the acute phase, generally a “mass effect” is seen: post- lesion performance of the full model worsens as lesion size increases. Up to a lesion size of 80%, both hemispheres usually participate in recovery with more active participation of the damaged hemisphere, and in most cases, full recovery is achieved. For lesions of more than 80%, recovery is partial and due to improvement in the non-damaged hemisphere. Most importantly, the model demonstrates participation of the intact hemisphere in the recovery process as a function of pre-existing lateralization and lesion size, indicating that interpretation of experimental work should take these factors into account
Keywords
brain models; neural nets; acute phase; bihemispheric letter-identification model; callosal influence; chronic phase; hemispheric asymmetries; lateralization; lesion effects; lesion size; post- lesion performance; recovery process; Brain modeling; Cerebral cortex; Computational modeling; Computer science; Electronic mail; Information processing; Lesions; Mirrors; Nervous system; Neurons;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location
Washington, DC
ISSN
1098-7576
Print_ISBN
0-7803-5529-6
Type
conf
DOI
10.1109/IJCNN.1999.831488
Filename
831488
Link To Document