no code implementations • 16 Nov 2023 • Jannis Kreß, Jens Rau, Hektor Hebert, Fernando Perez-Peña, Karsten Schmidt, Arturo Morgado-Estévez
Fuel savings of 13. 6 % in real-world test scenarios were achieved while maintaining vehicle performance.
no code implementations • 25 Oct 2023 • Simon F. Müller-Cleve, Fernando M. Quintana, Vittorio Fra, Pedro L. Galindo, Fernando Perez-Peña, Gianvito Urgese, Chiara Bartolozzi
Neuromorphic computing relies on spike-based, energy-efficient communication, inherently implying the need for conversion between real-valued (sensory) data and binary, sparse spiking representation.
no code implementations • 17 Aug 2023 • René Harmann, Lukas Sohlbach, Fernando Perez-Peña, Karsten Schmidt
Together with their dedicated hardware, SNNs provide a good platform for developing new algorithms for information processing.
no code implementations • 28 Apr 2023 • Jannis Kreß, Jens Rau, Hektor Hebert, Fernando Perez-Peña, Karsten Schmidt, Arturo Morgado-Estévez
Its consisting of an anisotropic magnetoresistance (AMR) throttle position sensor and a position controlled stepper motor driven throttle valve actuator.
1 code implementation • 19 Jan 2023 • Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef
We also show that when using local plasticity, threshold adaptation in spiking neurons and a recurrent topology are necessary to learn spatio-temporal patterns with a rich temporal structure.
no code implementations • 2 Feb 2021 • Luis J. Muñoz-Molina, Ignacio Cazorla-Piñar, Juan P. Dominguez-Morales, Fernando Perez-Peña
Nowadays, sensors play a major role in several contexts like science, industry and daily life which benefit of their use.
no code implementations • 24 Jan 2021 • Pablo Lopez-Osorio, Alberto Patino-Saucedo, Juan P. Dominguez-Morales, Horacio Rostro-Gonzalez, Fernando Perez-Peña
The Spiking Central Pattern Generator consists of a network of five populations of Leaky Integrate-and-Fire neurons designed with a specific topology in such a way that the rhythmic patterns can be generated and driven by the aforementioned external stimulus.