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

30 July 2023

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

7 / 7 papers shown

Title
From Neurons to Computation: Biological Reservoir Computing for Pattern Recognition Ludovico Iannello Luca Ciampi Gabriele Lagani Fabrizio Tonelli Eleonora Crocco Lucio Maria Calcagnile Angelo Di Garbo F. Cremisi Giuseppe Amato 22 0 0 06 May 2025
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 10 4 0 30 Jul 2023
Deep Features for CBIR with Scarce Data using Hebbian Learning Gabriele Lagani D. Bacciu Claudio Gallicchio Fabrizio Falchi Claudio Gennaro Giuseppe Amato 11 5 0 18 May 2022
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness Konstantinos P. Panousis S. Chatzis Sergios Theodoridis BDL AAML 47 11 0 05 Dec 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 51 244 0 14 Jul 2021
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks Timoleon Moraitis Dmitry Toichkin Adrien Journé Yansong Chua Qinghai Guo AAML BDL 59 17 0 12 Jul 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning Konstantinos P. Panousis S. Chatzis Antonios Alexos Sergios Theodoridis BDL AAML OOD 54 19 0 04 Jan 2021