Introducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
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20 results for Stanislaw Wozniak
Online Spatio-Temporal Learning in Deep Neural Networks
- Thomas Bohnstingl
- Stanislaw Wozniak
- et al.
- 2021
- IEEE TNNLS
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
Building a cognitive platform for the managed IT services lifecycle
- K. Kloeckner
- Constantin Adam
- et al.
- 2018
- IBM J. Res. Dev
Feature learning using synaptic competition in a dynamically-sized neuromorphic architecture
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- ICRC 2017
Neuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IEEE TCAS-II
Neuromorphic system with phase-change synapses for pattern learning and feature extraction
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IJCNN 2017
Learning spatio-temporal patterns in the presence of input noise using phase-change memristors
- Stanislaw Wozniak
- Tomas Tuma
- et al.
- 2016
- ISCAS 2016
All-memristive neuromorphic computing with level-tuned neurons
- Angeliki Pantazi
- Stanislaw Wozniak
- et al.
- 2016
- Nanotechnology
Review of advances in neural networks: Neural design technology stack
- Adela-Diana Almási
- Stanislaw Wozniak
- et al.
- 2016
- Neurocomputing