Stanislaw Wozniak
Orcid: 0000-0001-8761-1629
According to our database1,
Stanislaw Wozniak
authored at least 37 papers
between 2016 and 2024.
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Bibliography
2024
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].
Neural Networks, January, 2024
Frontiers Neurorobotics, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Neural Networks, November, 2023
IEEE Trans. Circuits Syst. II Express Briefs, September, 2023
Time-encoded multiplication-free spiking neural networks: application to data classification tasks.
Neural Comput. Appl., March, 2023
A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh.
IEEE Trans. Very Large Scale Integr. Syst., 2023
CoRR, 2023
Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited).
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited).
Proceedings of the IEEE International Reliability Physics Symposium, 2023
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Towards efficient end-to-end speech recognition with biologically-inspired neural networks.
CoRR, 2021
2020
Deep learning incorporating biologically inspired neural dynamics and in-memory computing.
Nat. Mach. Intell., 2020
2018
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs.
IEEE Trans. Circuits Syst. II Express Briefs, 2017
Neuromorphic system with phase-change synapses for pattern learning and feature extraction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture.
Proceedings of the IEEE International Conference on Rebooting Computing, 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
Neurocomputing, 2016
Learning spatio-temporal patterns in the presence of input noise using phase-change memristors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016