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Thomas Bohnstingl
Thomas Bohnstingl
PhD Student at IBM Research Zurich and Graz University of Technology
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
692020
Neuromorphic hardware learns to learn
T Bohnstingl, F Scherr, C Pehle, K Meier, W Maass
Frontiers in neuroscience 13, 483, 2019
332019
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
92022
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
52021
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
12021
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
2022
Method for designing an initialization function for programming a memory element
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent App. 17/085,071, 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
Memory-augmented spiking neural network system
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent App. 16/919,139, 2022
2022
Crossbar arrays for computations in memory-augmented neural networks
T Bohnstingl, A Pantazi, SA Wozniak, ES Eleftheriou
US Patent App. 16/862,441, 2021
2021
Neuromorphic device with crossbar array structure storing both weights and neuronal states of neural networks
T Bohnstingl, A Pantazi, ES Eleftheriou
US Patent App. 16/685,045, 2021
2021
Biologically Inspired dynamics Enhance deep Learning
S Woźniak, T Bohnstingl, A Pantazi
Brain-inspired Computing, 8, 2021
2021
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
2020
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