Towards efficient end-to-end speech recognition with biologically-inspired neural networks
- Thomas Bohnstingl
- Ayush Garg
- et al.
- 2021
- NeurIPS 2021
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12 results for Stanislaw Wozniak
High-performance deep spiking neural networks with 0.3 spikes per neuron
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2024
- Nature Communications
Deep learning incorporating biologically inspired neural dynamics and in-memory computing
- 2020
- Nature Machine Intelligence
Approximating Relu Networks by Single-Spike Computation
- Ana Stanojevic
- Evangelos Eleftheriou
- et al.
- 2022
- ICIP 2022
Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns
- Severin Sidler
- Angeliki Pantazi
- et al.
- 2017
- ICANN 2017
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2023
- ISCAS 2023
Efficient biologically-inspired online learning alternatives to BPTT
- Thomas Bohnstingl
- Stanisław Woźniak
- et al.
- 2024
- ICNCE 2024
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras
- Yannick Schnider
- Stanisław Woźniak
- et al.
- 2023
- CVPR 2023
Are training trajectories of deep single-spike and deep ReLU network equivalent?
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2023
- arXiv
An exact mapping from ReLU networks to spiking neural networks
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2022
- arXiv