Publications

94 results for Giovanni Cherubini

High-performance deep spiking neural networks with 0.3 spikes per neuron
- - Ana Stanojevic
  - Stanisław Woźniak
  - et al.
- 2024
- Nature Communications
An exact mapping from ReLU networks to spiking neural networks
- - Ana Stanojevic
  - Stanisław Woźniak
  - et al.
- 2023
- Neural Networks
On the visual analytic intelligence of neural networks
- - Stanisław Woźniak
  - Hlynur Jónsson
  - et al.
- 2023
- Nature Communications
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology
- - Sandro Widmer
  - Marcel Kossel
  - et al.
- 2023
- IEEE TCAS-II
Time-encoded multiplication-free spiking neural networks: application to data classification tasks
- - Ana Stanojevic
  - Giovanni Cherubini
  - et al.
- 2022
- Neural Computing and Applications
In-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
Constrained Few-shot Class-incremental Learning
- - Michael Hersche
  - Geethan Karunaratne
  - et al.
- 2022
- CVPR 2022
Track-following system optimization for future magnetic tape data storage
- - Patrick Ebermann
  - Giovanni Cherubini
  - et al.
- 2021
- Mechatronics
317 Gb/in²Recording Areal Density on Strontium Ferrite Tape
- - Simeon Furrer
  - Patrick Ebermann
  - et al.
- 2021
- IEEE Transactions on Magnetics
Real-Time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array
- - Geethan Karunaratne
  - Abbas Rahimi
  - et al.
- 2021
- AICAS 2021