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
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;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.831488