Picture for Gabriele Lagani

Gabriele Lagani

Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey

Add code
Jul 30, 2023
Figure 1 for Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
Figure 2 for Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
Figure 3 for Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
Figure 4 for Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
Viaarxiv icon

Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey

Add code
Jul 30, 2023
Viaarxiv icon

FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level

Add code
Jul 07, 2022
Figure 1 for FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Figure 2 for FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Figure 3 for FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Figure 4 for FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Viaarxiv icon

Deep Features for CBIR with Scarce Data using Hebbian Learning

Add code
May 18, 2022
Figure 1 for Deep Features for CBIR with Scarce Data using Hebbian Learning
Figure 2 for Deep Features for CBIR with Scarce Data using Hebbian Learning
Figure 3 for Deep Features for CBIR with Scarce Data using Hebbian Learning
Viaarxiv icon

Hebbian Semi-Supervised Learning in a Sample Efficiency Setting

Add code
Mar 16, 2021
Figure 1 for Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
Figure 2 for Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
Figure 3 for Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
Figure 4 for Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
Viaarxiv icon

Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation

Add code
Jan 22, 2021
Figure 1 for Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
Figure 2 for Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
Figure 3 for Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
Viaarxiv icon

Training Convolutional Neural Networks With Hebbian Principal Component Analysis

Add code
Dec 22, 2020
Figure 1 for Training Convolutional Neural Networks With Hebbian Principal Component Analysis
Figure 2 for Training Convolutional Neural Networks With Hebbian Principal Component Analysis
Figure 3 for Training Convolutional Neural Networks With Hebbian Principal Component Analysis
Figure 4 for Training Convolutional Neural Networks With Hebbian Principal Component Analysis
Viaarxiv icon