Publications

20 results for Stanislaw Wozniak

High-performance deep spiking neural networks with 0.3 spikes per neuron
- - Ana Stanojevic
  - Stanisław Woźniak
  - et al.
- 2024
- Nature Communications
Dynamic event-based optical identification and communication
- - Axel von Arnim
  - Jules Lecomte
  - et al.
- 2024
- Frontiers in Neurorobotics
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
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited)
- - Shubham Jain
  - Ching-Tzu Chen
  - et al.
- 2023
- ISCAS 2023
Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited)
- - Martin M. Frank
  - Ning Li
  - et al.
- 2023
- IRPS 2023
A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh
- - Shubham Jain
  - Hsinyu Tsai
  - et al.
- 2023
- IEEE Transactions on VLSI Systems
Time-encoded multiplication-free spiking neural networks: application to data classification tasks
- - Ana Stanojevic
  - Giovanni Cherubini
  - et al.
- 2022
- Neural Computing and Applications
Speech Recognition using Biologically-Inspired Neural Networks
- - Thomas Bohnstingl
  - Ayush Garg
  - et al.
- 2022
- ICASSP 2022