Stanisław Woźniak
IBM Research - Zurich(CH)
Publications by Year
Research Areas
Advanced Memory and Neural Computing, Neural dynamics and brain function, Neural Networks and Applications, Neural Networks and Reservoir Computing, Ferroelectric and Negative Capacitance Devices
Most-Cited Works
- → All-memristive neuromorphic computing with level-tuned neurons(2016)126 cited
- → Review of advances in neural networks: Neural design technology stack(2015)79 cited
- → A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh(2022)68 cited
- → Online Spatio-Temporal Learning in Deep Neural Networks(2022)46 cited
- → High-performance deep spiking neural networks with 0.3 spikes per neuron(2024)44 cited
- → Introducing principles of synaptic integration in the optimization of deep neural networks(2022)30 cited
- → An exact mapping from ReLU networks to spiking neural networks(2023)26 cited
- → Neuromorphic Optical Flow and Real-time Implementation with Event Cameras(2023)20 cited
- → Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns(2017)20 cited
- → Learning spatio-temporal patterns in the presence of input noise using phase-change memristors(2016)17 cited