Time-encoded multiplication-free spiking neural networks: application to data classification tasks
- Ana Stanojevic
- Giovanni Cherubini
- et al.
- 2022
- Neural Computing and Applications
Paper
Publications
22 results for Stanislaw Wozniak
Speech Recognition using Biologically-Inspired Neural Networks
- Thomas Bohnstingl
- Ayush Garg
- et al.
- 2022
- ICASSP 2022
Conference paperIntroducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
PaperOnline Spatio-Temporal Learning in Deep Neural Networks
- Thomas Bohnstingl
- Stanislaw Wozniak
- et al.
- 2021
- IEEE TNNLS
PaperOnline 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
Conference paperBuilding a cognitive platform for the managed IT services lifecycle
- K. Kloeckner
- Constantin Adam
- et al.
- 2018
- IBM J. Res. Dev
PaperFeature learning using synaptic competition in a dynamically-sized neuromorphic architecture
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- ICRC 2017
Conference paperNeuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IEEE TCAS-II
PaperNeuromorphic system with phase-change synapses for pattern learning and feature extraction
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IJCNN 2017
Conference paperLearning spatio-temporal patterns in the presence of input noise using phase-change memristors
- Stanislaw Wozniak
- Tomas Tuma
- et al.
- 2016
- ISCAS 2016
Conference paper