Woźniak, Stanisław

1. Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
   2024/04/08 by Bo Peng, Peng, Bo, Daniel Goldstein +57 · 32 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Reinforcement Learning in Robotics
2. Online Spatio-Temporal Learning in Deep Neural Networks
   2020/07/24 by Bohnstingl, Thomas, Woźniak, Stanisław, Maass, Wolfgang +2 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
3. Personalized Large Language Models
   2024/02/14 by Stanisław Woźniak, Woźniak, Stanisław, Bartłomiej Koptyra +7 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. High-performance deep spiking neural networks with 0.3 spikes per neuron
   2023/06/14 by Ana Stanojević, Stanojevic, Ana, Stanisław Woźniak +9 · 6 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
5. FlowState: Sampling Rate Invariant Time Series Forecasting
   2025/08/07 by Graf, Lars, Ortner, Thomas, Woźniak, Stanisław +1 · 9 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. On the visual analytic intelligence of neural networks
   2022/09/28 by Woźniak, Stanisław, Jónsson, Hlynur, Cherubini, Giovanni +2 · 1 citation
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
7. An Exact Mapping From ReLU Networks to Spiking Neural Networks
   2022/12/23 by Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
8. Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems
   2023/12/13 by Kanclerz, Kamil, Bielaniewicz, Julita, Gruza, Marcin +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis
   2023/12/07 by Woźniak, Stanisław, Kocoń, Jan · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)