Nonextensivity in a memory network access mechanism
Fuente:
Redalyc
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Artículo científico |
| Lenguaje: | en |
| Publicado: |
Sociedade Brasileira de Física
2009
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1876444522345398272 |
|---|---|
| author | Roseli S. Wedemann |
| author_facet | Roseli S. Wedemann |
| contents | Nonextensivity in a memory network access mechanism Roseli S. Wedemann Raul Donangelo Luís A. V. de Carvalho Física, Astronomía y Matemáticas Self Neuroses Consciousness unconsciousness Boltzmann machine We have previously described neurotic psychopathology and psychoanalytic working-through by an associative memory mechanism, based on a neural network. Memory was initially modelled by a Boltzmann machine (BM). We simulated known microscopic mechanisms that control synaptic properties and showed that the network self-organizes to a hierarchical, clustered structure. Some properties of the complex networks which result from this self-organization indicate that a generalization of the BM may be necessary to model memory. We have thus generalized the memory model, using Generalized Simulated Annealing, derived from the nonextensive formalism, and show some properties of the resulting memory access mechanism. 2009 artículo científico 0103-9733 https://www.redalyc.org/articulo.oa?id=46413559027 en http://www.redalyc.org/revista.oa?id=464 Brazilian Journal of Physics application/pdf Sociedade Brasileira de Física Brazilian Journal of Physics (Brasil) Num.2A Vol.39 |
| format | Artículo científico |
| id | redalyc_46413559027 |
| institution | Redalyc |
| language | en |
| publishDate | 2009 |
| publisher | Sociedade Brasileira de Física |
| spellingShingle | Nonextensivity in a memory network access mechanism Roseli S. Wedemann Física, Astronomía y Matemáticas Self Neuroses Consciousness unconsciousness Boltzmann machine Nonextensivity in a memory network access mechanism Roseli S. Wedemann Raul Donangelo Luís A. V. de Carvalho Física, Astronomía y Matemáticas Self Neuroses Consciousness unconsciousness Boltzmann machine We have previously described neurotic psychopathology and psychoanalytic working-through by an associative memory mechanism, based on a neural network. Memory was initially modelled by a Boltzmann machine (BM). We simulated known microscopic mechanisms that control synaptic properties and showed that the network self-organizes to a hierarchical, clustered structure. Some properties of the complex networks which result from this self-organization indicate that a generalization of the BM may be necessary to model memory. We have thus generalized the memory model, using Generalized Simulated Annealing, derived from the nonextensive formalism, and show some properties of the resulting memory access mechanism. 2009 artículo científico 0103-9733 https://www.redalyc.org/articulo.oa?id=46413559027 en http://www.redalyc.org/revista.oa?id=464 Brazilian Journal of Physics application/pdf Sociedade Brasileira de Física Brazilian Journal of Physics (Brasil) Num.2A Vol.39 |
| title | Nonextensivity in a memory network access mechanism |
| topic | Física, Astronomía y Matemáticas Self Neuroses Consciousness unconsciousness Boltzmann machine |
| url | https://www.redalyc.org/articulo.oa?id=46413559027 |