High-performance deep spiking neural networks with 0.3 spikes per neuron
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2024
- Nature Communications
Paper
Publications
94 results for Giovanni Cherubini
An exact mapping from ReLU networks to spiking neural networks
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2023
- Neural Networks
PaperOn the visual analytic intelligence of neural networks
- Stanisław Woźniak
- Hlynur Jónsson
- et al.
- 2023
- Nature Communications
PaperDesign of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology
- Sandro Widmer
- Marcel Kossel
- et al.
- 2023
- IEEE TCAS-II
PaperTime-encoded multiplication-free spiking neural networks: application to data classification tasks
- Ana Stanojevic
- Giovanni Cherubini
- et al.
- 2022
- Neural Computing and Applications
PaperIn-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- G. Karunaratne
- M. Hersche
- et al.
- 2022
- ESSDERC/ESSCIRC 2022
Conference paperConstrained Few-shot Class-incremental Learning
- Michael Hersche
- Geethan Karunaratne
- et al.
- 2022
- CVPR 2022
Conference paperTrack-following system optimization for future magnetic tape data storage
- Patrick Ebermann
- Giovanni Cherubini
- et al.
- 2021
- Mechatronics
Paper317 Gb/in2Recording Areal Density on Strontium Ferrite Tape
- Simeon Furrer
- Patrick Ebermann
- et al.
- 2021
- IEEE Transactions on Magnetics
PaperReal-Time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array
- Geethan Karunaratne
- Abbas Rahimi
- et al.
- 2021
- AICAS 2021
Conference paper