2 papers
cs.CV2024
Time-independent Spiking Neuron via Membrane Potential Estimation for Efficient Spiking Neural Networks
Hanqi Chen, Lixing Yu, Shaojie Zhan +2
The computational inefficiency of spiking neural networks (SNNs) is primarily due to the sequential updates of membrane potential, which becomes more pronounced during extended enc…
cs.ET2021
2022 Roadmap on Neuromorphic Computing and Engineering
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco +56
Modern computation based on the von Neumann architecture is today a mature cutting-edge science. In the Von Neumann architecture, processing and memory units are implemented as sep…