2 papers
cs.NE2025
Learning Neuron Dynamics within Deep Spiking Neural Networks
Eric Jahns, Davi Moreno, Michel A. Kinsy
Spiking Neural Networks (SNNs) offer a promising energy-efficient alternative to Artificial Neural Networks (ANNs) by utilizing sparse and asynchronous processing through discrete…
cs.LG2025
Discretized Quadratic Integrate-and-Fire Neuron Model for Deep Spiking Neural Networks
Eric Jahns, Davi Moreno, Milan Stojkov +1
Spiking Neural Networks (SNNs) have emerged as energy-efficient alternatives to traditional artificial neural networks, leveraging asynchronous and biologically inspired neuron dyn…