Matches in Ghent University Academic Bibliography for { <https://biblio.ugent.be/publication/01HA9JD87MMA45HSH0G7H4RQTR> ?p ?o. }
Showing items 1 to 24 of
24
with 100 items per page.
- 01HA9JD87MMA45HSH0G7H4RQTR classification P1.
- 01HA9JD87MMA45HSH0G7H4RQTR date "2023".
- 01HA9JD87MMA45HSH0G7H4RQTR language "eng".
- 01HA9JD87MMA45HSH0G7H4RQTR type conference.
- 01HA9JD87MMA45HSH0G7H4RQTR hasPart 01HA9JFHY9XRVXQ6KTCP9F4AWR.pdf.
- 01HA9JD87MMA45HSH0G7H4RQTR hasPart 01HA9JGKA544CRQF44Y9F5PCET.pdf.
- 01HA9JD87MMA45HSH0G7H4RQTR subject "Technology and Engineering".
- 01HA9JD87MMA45HSH0G7H4RQTR doi "10.1109/ijcnn54540.2023.10191230".
- 01HA9JD87MMA45HSH0G7H4RQTR isbn "9781665488679".
- 01HA9JD87MMA45HSH0G7H4RQTR issn "2161-4393".
- 01HA9JD87MMA45HSH0G7H4RQTR issn "2161-4407".
- 01HA9JD87MMA45HSH0G7H4RQTR presentedAt urn:uuid:49b0dad0-180e-46f0-ab4c-e21a93310929.
- 01HA9JD87MMA45HSH0G7H4RQTR abstract "This paper introduces a novel rate-based variant of homeostatic activity-dependent structural plasticity (HADSP) for echo state networks. Despite its importance in brain development, structural plasticity has been largely overlooked in artificial neural networks. Our algorithm, although using only homeostatic plasticity, let emerge principles of Hebbian learning. Our analysis sheds light on the information processing capabilities of HADSP-powered echo state networks and suggests that HADSP effectively leverages the inter-relationships of the network's inputs. The study highlights the potential for rate-based HADSP to contribute to the field of computational neuroscience and plasticity in echo state networks. Furthermore, our findings highlight the crucial role of structural plasticity in influencing network function and organization and contribute significantly to the ongoing research on leveraging plasticity for the advancement of reservoir computing techniques.".
- 01HA9JD87MMA45HSH0G7H4RQTR author 1e63ce7e-0aa7-11ec-b287-8482fce09ced.
- 01HA9JD87MMA45HSH0G7H4RQTR author F502D5DE-F0ED-11E1-A9DE-61C894A0A6B4.
- 01HA9JD87MMA45HSH0G7H4RQTR dateCreated "2023-09-14T10:04:56Z".
- 01HA9JD87MMA45HSH0G7H4RQTR dateModified "2024-10-29T16:21:42Z".
- 01HA9JD87MMA45HSH0G7H4RQTR name "An homeostatic activity-dependent structural plasticity algorithm for richer input combination".
- 01HA9JD87MMA45HSH0G7H4RQTR pagination urn:uuid:71c01571-2577-4ab7-b7f1-84cee87f0d36.
- 01HA9JD87MMA45HSH0G7H4RQTR publisher urn:uuid:54b6923f-15fc-4275-8076-b605ac06d2e8.
- 01HA9JD87MMA45HSH0G7H4RQTR sameAs LU-01HA9JD87MMA45HSH0G7H4RQTR.
- 01HA9JD87MMA45HSH0G7H4RQTR sourceOrganization urn:uuid:1d364e76-e39f-490e-a90c-52eb5e2bc916.
- 01HA9JD87MMA45HSH0G7H4RQTR sourceOrganization urn:uuid:d65c66cd-f117-41b4-a7a0-52860354aaaf.
- 01HA9JD87MMA45HSH0G7H4RQTR type P1.