Lagani, Gabriele

1. Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
   2023/07/30 by Gabriele Lagani, Fabrizio Falchi, Lagani, Gabriele +5 · 5 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
2. FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
   2022/07/07 by Gabriele Lagani, Lagani, Gabriele, Claudio Gennaro +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
3. Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
   2023/07/30 by Gabriele Lagani, Fabrizio Falchi, Lagani, Gabriele +5 · 3 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroscience and Neural Engineering
4. Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
   2020/12/18 by Lagani, Gabriele, Mazziotti, Raffaele, Falchi, Fabrizio +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Deep Features for CBIR with Scarce Data using Hebbian Learning
   2022/05/18 by Gabriele Lagani, Davide Bacciu, Lagani, Gabriele +9 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Retrieval and Classification Techniques #Neural Networks and Applications #Cell Image Analysis Techniques
6. From Neurons to Computation: Biological Reservoir Computing for Pattern Recognition
   2025/05/06 by Iannello, Ludovico, Ciampi, Luca, Lagani, Gabriele +6 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
7. Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging
   2024/12/04 by Luca Ciampi, Gabriele Lagani, Ciampi, Luca +5 · 2 citations
   Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging