2 papers
cs.NE2025
FeNN-DMA: A RISC-V SoC for SNN acceleration
Zainab Aizaz, James C. Knight, Thomas Nowotny
Spiking Neural Networks (SNNs) are a promising, energy-efficient alternative to standard Artificial Neural Networks (ANNs) and are particularly well-suited to spatio-temporal tasks…
cs.NE2025
FeNN: A RISC-V vector processor for Spiking Neural Network acceleration
Zainab Aizaz, James C. Knight, Thomas Nowotny
Spiking Neural Networks (SNNs) have the potential to drastically reduce the energy requirements of AI systems. However, mainstream accelerators like GPUs and TPUs are designed for…