Proyecto de investigación
Advances in topics on computational topology and its relationship with neural networks
Responsable: Rocío González Díaz
Tipo de Proyecto/Ayuda: PAIDI 2020: Proyectos I+D+i
Referencia: P20_01145
Fecha de Inicio: 05-10-2021
Fecha de Finalización: 31-12-2022
Empresa/Organismo financiador/es:
- Junta de Andalucía (Consejería de Economía, Conocimiento, Empresas y Universidad)
Equipo:
- Equipo de Investigación:
- Equipo Colaborador:
- Guillermo Aguirre Carrazana
- Franco Coltraro Ianniello (alta: 02/12/2022)
- Belén Medrano Garfía
- Eduardo Paluzo Hidalgo
- Alba Sendón Blanco (alta: 02/12/2022)
- Manuel Soriano Trigueros
- Álvaro Torras Casas (alta: 22/09/2022)
Contratados:
- Investigadores:
Resumen del proyecto:
We plan to provide breakthroughs in computational topology from the theoretical point of view and provide also possible applications. Besides, we plan to study neural networks in the context of topology, linking both areas. This proposal is supported by the expertise of our group, being a continuation of other projects and closely related to other research lines in the current development of our team. These other three projects of the team share some research lines and complement others with this proposal: MICINN granted proposal PID2019-107339GB-I00 and FEDER Andalucia 2018 submitted proposal “Advances in computational topology and applications”, and FET-OPEN submitted proposal “Cognition-based introspective topological trustable explainable artificial intelligence” making the proposal plausible, convincing and with high potential.