Ferrante, Matteo

1. Through their eyes: multi-subject Brain Decoding with simple alignment techniques
   2023/08/01 by Ferrante, Matteo, Boccato, Tommaso, Toschi, Nicola · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
2. Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion
   2024/11/14 by Ferrante, Matteo, Boccato, Tommaso, Rashkov, Grigorii +1 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Brain Captioning: Decoding human brain activity into images and text
   2023/05/19 by Matteo Ferrante, Ferrante, Matteo, Furkan Özçelik +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
4. Beyond Multilayer Perceptrons: Investigating Complex Topologies in Neural Networks
   2023/03/31 by Tommaso Boccato, Matteo Ferrante, Boccato, Tommaso +5 · 1 citation
   Computer Science · Materials Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Machine Learning in Materials Science #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
5. Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models
   2023/09/08 by Ferrante, Matteo, Boccato, Tommaso, Bargione, Stefano +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering