Stanisław Woźniak

All-memristive neuromorphic computing with level-tuned neurons

Angeliki Pantazi, Stanisław Woźniak, Tomáš Tůma et al. · Nanotechnology · 2016 · 126 citations · Full text

Life Sciences, Computer Systems, Memory +12

Review of advances in neural networks: Neural design technology stack

Adela-Diana Almási, Stanisław Woźniak, Valentin Cristea et al. · Neurocomputing · 2015 · 79 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh

Shubham Jain, Hsinyu Tsai, Ching-Tzu Chen et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2022 · 70 citations

Computing, Computer Engineering, Computer Science +17

High-performance deep spiking neural networks with 0.3 spikes per neuron

Ana Stanojević, Stanisław Woźniak, Guillaume Bellec et al. · Nature Communications · 2024 · 55 citations · Full text

Computing, Computer Science, Computational Neuroscience +13

Online Spatio-Temporal Learning in Deep Neural Networks

Thomas Bohnstingl, Stanisław Woźniak, Angeliki Pantazi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 49 citations · Full text

Computing, Computer Science, Computational Neuroscience +15