Follow
Thomas Ortner (Bohnstingl)
Thomas Ortner (Bohnstingl)
Post-Doctoral Researcher, Emerging Computing and Circuits, IBM Research Europe
Verified email at student.tugraz.at
Title
Cited by
Cited by
Year
Deep learning incorporating biologically inspired neural dynamics and in-memory computing
S Woźniak, A Pantazi, T Bohnstingl, E Eleftheriou
Nature Machine Intelligence 2 (6), 325-336, 2020
1512020
Neuromorphic hardware learns to learn
T Bohnstingl, F Scherr, C Pehle, K Meier, W Maass
Frontiers in neuroscience 13, 451952, 2019
532019
Online spatio-temporal learning in deep neural networks
T Bohnstingl, S Woźniak, A Pantazi, E Eleftheriou
IEEE Transactions on Neural Networks and Learning Systems, 2022
412022
Mushroom-type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation
RL Bruce, SG Sarwat, I Boybat, CW Cheng, W Kim, SR Nandakumar, ...
2021 IEEE International Reliability Physics Symposium (IRPS), 1-6, 2021
182021
Towards efficient end-to-end speech recognition with biologically-inspired neural networks
T Bohnstingl, A Garg, S Woźniak, G Saon, E Eleftheriou, A Pantazi
arXiv preprint arXiv:2110.02743, 2021
72021
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware
T Bohnstingl, A Šurina, M Fabre, Y Demirağ, C Frenkel, M Payvand, ...
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
62022
IEEE Int. Reliability Physics Symp.(IRPS)
RL Bruce, SG Sarwat, I Boybat, CW Cheng, W Kim, SR Nandakumar, ...
IEEE, 2021
52021
Speech recognition using biologically-inspired neural networks
T Bohnstingl, A Garg, S Woźniak, G Saon, E Eleftheriou, A Pantazi
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
42022
Accelerating spiking neural networks using memristive crossbar arrays
T Bohnstingl, A Pantazi, E Eleftheriou
2020 27th IEEE International Conference on Electronics, Circuits and Systems …, 2020
22020
Memory-augmented spiking neural network system
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent 11,803,737, 2023
12023
Neuromorphic device with crossbar array structure storing both weights and neuronal states of neural networks
T Bohnstingl, A Pantazi, ES Eleftheriou
US Patent 11,714,999, 2023
12023
Method for designing an initialization function for programming a memory element
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent 11,430,524, 2022
12022
Crossbar arrays for computations in memory-augmented neural networks
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent 11,604,976, 2023
2023
A Configurational Approach Towards Achieving Competitive Advantage in Innovation Ecosystems (WITHDRAWN)
T Draschbacher, T Bohnstingl
Academy of Management Proceedings 2023 (1), 14782, 2023
2023
Strategies to address bottlenecks in innovation ecosystems: A configurational approach
T Draschbacher, T Bohnstingl
Annual Meeting of the Strategic Management Society: Innovative Strategies …, 2022
2022
Integrated circuit with a configurable neuromorphic neuron apparatus for artificial neural networks
A Pantazi, M Stanisavljevic, SA Wozniak, T Bohnstingl, ES Eleftheriou
US Patent App. 17/085,173, 2022
2022
Online training of neural networks
T Bohnstingl, SA Wozniak, A Pantazi, ES Eleftheriou
US Patent App. 17/339,978, 2022
2022
Biologically Inspired dynamics Enhance deep Learning
S Woźniak, T Bohnstingl, A Pantazi
Brain-inspired Computing, 8, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–18