A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability A Martinez-Seras, J Del Ser, JL Lobo, P Garcia-Bringas, N Kasabov Information Fusion 100, 101943, 2023 | 7 | 2023 |
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness J Poyatos, D Molina, A Martínez-Seras, J Del Ser, F Herrera Applied Soft Computing 147, 110757, 2023 | 7 | 2023 |
Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples? A Martinez-Seras, J Del Ser, P Garcia-Bringas 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-9, 2022 | 7 | 2022 |
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery AM Seras, J Del Ser, P Garcia-Bringas 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 1 | 2023 |
On the Robustness of Fully-Spiking Neural Networks in Open-World Scenarios using Forward-Only Learning Algorithms EB Terres-Escudero, J Del Ser, A Martínez-Seras, P Garcia-Bringas arXiv preprint arXiv:2407.14097, 2024 | | 2024 |
Desarrollo de la simulación del conformado de chapa mediante PamStamp aplicado a un componente de automoción A Martínez Seras | | 2017 |