Real-time execution of SNN models with synaptic plasticity for handwritten digit recognition on SIMD hardware

B Vallejo-Mancero, J Madrenas… - Frontiers in Neuroscience, 2024 - frontiersin.org
Recent advancements in neuromorphic computing have led to the development of hardware
architectures inspired by Spiking Neural Networks (SNNs) to emulate the efficiency and …

Real-time display of spiking neural activity of SIMD hardware using an HDMI interface

B Vallejo-Mancero, C Nader, J Madrenas… - … Conference on Artificial …, 2022 - Springer
Spiking neural networks (SNN) are considered the third generation of artificial networks and
are powerful computational models inspired by the function and structure of biological …

Real-time monitoring tool for SNN hardware architecture

M Zapata, V Vargas, A Cagua, D Alvarez… - Italian Workshop on …, 2022 - Springer
Abstract Spiking Neural Networks (SNN) are characterized by their brain-inspired biological
computing paradigm. Large-scale hardware platforms are reported, where computational …

Check for updates EGSGP: An Ensemble System Based on Geometric Semantic Genetic Programming

L Rosenfeld, L Vanneschi - … 2022, Gaeta, Italy, September 14–16 …, 2023 - books.google.com
This work is inspired by the idea of seeding Genetic Programming (GP) populations with
trained models from a pool of different Machine Learning (ML) methods, instead of using …