| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21b.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34P/3QAT6NL | |||
| Repository | sid.inpe.br/mtc-m21b/2018/01.04.15.12 (restricted access) | |||
| Last Update | 2018:01.04.15.12.52 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2018/01.04.15.12.53 | |||
| Metadata Last Update | 2019:01.14.17.05.23 (UTC) administrator | |||
| DOI | 10.1016/j.physa.2017.11.034 | |||
| ISSN | 0378-4371 | |||
| Citation Key | ProtacheviczBICBVLMB:2018:HoSyCa | |||
| Title | How synapses can enhance sensibility of a neural network  | |||
| Year | 2018 | |||
| Month | Feb. | |||
| Access Date | 2024, May 19 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 805 KiB | |||
| 2. Context | ||||
| Author | 1 Protachevicz, P. R. 2 Borges, F. S. 3 Iarosz, K. C. 4 Caldas, I. L. 5 Baptista, M. S. 6 Viana, R. L. 7 Lameu, Ewandson Luiz 8 Macau, Elbert Einstein Nehrer 9 Batista, A. M. | |||
| Resume Identifier | 1 2 3 4 5 6 7 8 8JMKD3MGP5W/3C9JGUT | |||
| Group | 1 2 3 4 5 6 7 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 8 LABAC-COCTE-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 Universidade Estadual de Ponta Grossa (UEPG) 2 Universidade de São Paulo (USP) 3 Universidade de São Paulo (USP) 4 Universidade de São Paulo (USP) 5 Institute for Complex Systems and Mathematical Biology 6 Universidade Federal do Paraná (UFPR) 7 Instituto Nacional de Pesquisas Espaciais (INPE) 8 Instituto Nacional de Pesquisas Espaciais (INPE) 9 Universidade Estadual de Ponta Grossa (UEPG) | |||
| Journal | Physica A: Statistical Mechanics and its Applications | |||
| Volume | 492 | |||
| Pages | 1045-1052 | |||
| Secondary Mark | A1_ADMINISTRAÇÃO,_CIÊNCIAS_CONTÁBEIS_E_TURISMO A2_INTERDISCIPLINAR A2_ENGENHARIAS_III B1_PSICOLOGIA B1_MEDICINA_VETERINÁRIA B1_GEOCIÊNCIAS B1_ENGENHARIAS_IV B1_ENGENHARIAS_II B1_ENGENHARIAS_I B1_CIÊNCIAS_AMBIENTAIS B1_CIÊNCIAS_AGRÁRIAS_I B1_BIODIVERSIDADE B2_NUTRIÇÃO B2_MEDICINA_II B2_MATERIAIS B2_MATEMÁTICA_/_PROBABILIDADE_E_ESTATÍSTICA B2_FARMÁCIA B2_ECONOMIA B2_DIREITO B2_CIÊNCIAS_BIOLÓGICAS_II B2_CIÊNCIA_DA_COMPUTAÇÃO B2_BIOTECNOLOGIA B2_ASTRONOMIA_/_FÍSICA B3_QUÍMICA B3_EDUCAÇÃO_FÍSICA B3_CIÊNCIAS_BIOLÓGICAS_I | |||
| History (UTC) | 2018-01-04 15:12:53 :: simone -> administrator :: 2018-01-04 15:12:53 :: administrator -> simone :: 2018 2018-01-04 15:16:43 :: simone -> administrator :: 2018 2019-01-14 17:05:23 :: administrator -> simone :: 2018 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | Plasticity Cellular automaton Dynamic range | |||
| Abstract | In this work, we study the dynamic range in a neural network modelled by cellular automaton. We consider deterministic and non-deterministic rules to simulate electrical and chemical synapses. Chemical synapses have an intrinsic time-delay and are susceptible to parameter variations guided by learning Hebbian rules of behaviour. The learning rules are related to neuroplasticity that describes change to the neural connections in the brain. Our results show that chemical synapses can abruptly enhance sensibility of the neural network, a manifestation that can become even more predominant if learning rules of evolution are applied to the chemical synapses. | |||
| Area | COMP | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > How synapses can... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > How synapses can... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | protachevicz_how.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher denyfinaldraft24 | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS | |||
| Citing Item List | sid.inpe.br/bibdigital/2013/09.22.23.14 3 sid.inpe.br/mtc-m21/2012/07.13.14.45.07 1 | |||
| Dissemination | WEBSCI; PORTALCAPES; MGA; COMPENDEX; SCOPUS. | |||
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress electronicmailaddress format isbn label lineage mark mirrorrepository nextedition notes number orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||