50 citations · 143 across the 13 of their papers we have counts for
3 papers · 1 filter
Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks
Sepide Saeedi, Alessio Carpegna, Alessandro Savino +1
Approximate Computing (AxC) techniques trade off the computation accuracy for performance, energy, and area reduction gains. The trade-off is particularly convenient when the appli…
Micro-Architectural features as soft-error induced fault executions markers in embedded safety-critical systems: a preliminary study
Deniz Kasap, Alessio Carpegna, Alessandro Savino +1
Radiation-induced soft errors are one of the most challenging issues in Safety Critical Real-Time Embedded System (SACRES) reliability, usually handled using different flavors of D…
Spiker: an FPGA-optimized Hardware acceleration for Spiking Neural Networks
Alessio Carpegna, Alessandro Savino, Stefano Di Carlo
Spiking Neural Networks (SNN) are an emerging type of biologically plausible and efficient Artificial Neural Network (ANN). This work presents the development of a hardware acceler…