High-performance deep spiking neural networks with 0.3 spikes per neuron
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2024
- Nature Communications
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20 results for Stanislaw Wozniak
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