Gianmarco Tiddia

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Incremental Learning

Biologically Plausible

Spiking Neurons

Top Venues

Frontiers Neuroinformatics

Frontiers Comput. Neurosci.

PLoS Comput. Biol.

Publications

Bruno Golosio, Jose Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, Pier Stanislao Paolucci, Abigail Morrison, Johanna Senk
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices. CoRR (2023)
Gianmarco Tiddia, Bruno Golosio, Jasper Albers, Johanna Senk, Francesco Simula, Jari Pronold, Viviana Fanti, Elena Pastorelli, Pier Stanislao Paolucci, Sacha J. van Albada
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster. Frontiers Neuroinformatics 16 (2022)
Leonardo Tonielli, Chiara De Luca, Elena Pastorelli, Cristiano Capone, Francesco Simula, Cosimo Lupo, Irene Bernava, Giulia De Bonis, Gianmarco Tiddia, Bruno Golosio, Pier Stanislao Paolucci
NREM and REM: cognitive and energetic effects in thalamo-cortical sleeping and awake spiking model. CoRR (2022)
Bruno Golosio, Gianmarco Tiddia, Chiara De Luca, Elena Pastorelli, Francesco Simula, Pier Stanislao Paolucci
Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs. Frontiers Comput. Neurosci. 15 (2021)
Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep. PLoS Comput. Biol. 17 (6) (2021)
Bruno Golosio, Gianmarco Tiddia, Chiara De Luca, Elena Pastorelli, Francesco Simula, Pier Stanislao Paolucci
A new GPU library for fast simulation of large-scale networks of spiking neurons. CoRR (2020)
Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience. CoRR (2020)