Jesús García Fernández

13 papers B 2Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Unified Perspective on Optimization in Machine Learning and Neuroscience: From Gradient Descent to Neural Adaptation. CoRR Jesús García Fernández, Nasir Ahmad, Marcel van Gerven
2025	J	`jnl`	Noise-based reward-modulated learning. CoRR Jesús García Fernández, Nasir Ahmad, Marcel van Gerven
2024	J	`jnl`	Gradient-Free Training of Recurrent Neural Networks using Random Perturbations. CoRR Jesús García Fernández, Sander W. Keemink, Marcel van Gerven
2024	J	`jnl`	Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines. CoRR Jesús García Fernández, Nasir Ahmad, Marcel van Gerven
2024	J	`jnl`	Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines. Entropy Jesús García Fernández, Nasir Ahmad, Marcel van Gerven
2022	J	`jnl`	Deep coastal sea elements forecasting using UNet-based models. Knowl. Based Syst. Jesús García Fernández, Ismail Alaoui Abdellaoui, Siamak Mehrkanoon
2021	J	`jnl`	Broad-UNet: Multi-scale feature learning for nowcasting tasks. CoRR Jesús García Fernández, Siamak Mehrkanoon
2021	J	`jnl`	Broad-UNet: Multi-scale feature learning for nowcasting tasks. Neural Networks Jesús García Fernández, Siamak Mehrkanoon
2021	B	`conf`	Enhancing brain decoding using attention augmented deep neural networks. ESANN Ismail Alaoui Abdellaoui, Jesús García Fernández, Caner Sahinli, Siamak Mehrkanoon
2021	B	`conf`	Exploring automatic liver tumor segmentation using deep learning. IJCNN Jesús García Fernández, Valerio Fortunati, Siamak Mehrkanoon
2021	—	`conf`	Towards biologically plausible learning in neural networks. SSCI Jesús García Fernández, Enrique Hortal, Siamak Mehrkanoon
2020	J	`jnl`	Deep brain state classification of MEG data. CoRR Ismail Alaoui Abdellaoui, Jesús García Fernández, Caner Sahinli, Siamak Mehrkanoon
2020	J	`jnl`	Deep coastal sea elements forecasting using U-Net based models. CoRR Jesús García Fernández, Ismail Alaoui Abdellaoui, Siamak Mehrkanoon