Embedded event based object detection with spiking neural network
The complexity of event-based object detection (OD) poses considerable challenges.
Spiking Neural Networks (SNNs) show promising results and pave the way for efficient event …
Spiking Neural Networks (SNNs) show promising results and pave the way for efficient event …
SpikeExplorer: Hardware-Oriented Design Space Exploration for Spiking Neural Networks on FPGA
One of today's main concerns is to bring artificial intelligence capabilities to embedded
systems for edge applications. The hardware resources and power consumption required by …
systems for edge applications. The hardware resources and power consumption required by …
FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion
Spiking Neural Networks (SNNs) offer a promising avenue for energy-efficient computing
compared with Artificial Neural Networks (ANNs), closely mirroring biological neural …
compared with Artificial Neural Networks (ANNs), closely mirroring biological neural …
SpikExplorer: a tool for Design Space Exploration of Spiking Neural Network Architecture
D Padovano - 2024 - webthesis.biblio.polito.it
SpikExplorer: a tool for Design Space Exploration of Spiking Neural Network Architecture
We live in the age of artificial intelligence, where high level abstractions of human brain …
We live in the age of artificial intelligence, where high level abstractions of human brain …