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
On the visual analytic intelligence of neural networks
- Stanisław Woźniak
- Hlynur Jónsson
- et al.
- 2023
- Nature Communications
Introducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
Online Spatio-Temporal Learning in Deep Neural Networks
- Thomas Bohnstingl
- Stanislaw Wozniak
- et al.
- 2021
- IEEE TNNLS
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
Speech Recognition using Biologically-Inspired Neural Networks
- Thomas Bohnstingl
- Ayush Garg
- et al.
- 2022
- ICASSP 2022
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2018
- IJCNN 2018
Feature learning using synaptic competition in a dynamically-sized neuromorphic architecture
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- ICRC 2017
Neuromorphic system with phase-change synapses for pattern learning and feature extraction
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IJCNN 2017