Thomas Bohnstingl

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Biologically Inspired

Neural Dynamics

Top Venues

Publications

Thomas Bohnstingl, Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
Online Spatio-Temporal Learning in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
Speech Recognition Using Biologically-Inspired Neural Networks. ICASSP (2022)
Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. AICAS (2022)
Robert L. Bruce, Syed Ghazi Sarwat, Irem Boybat, Cheng-Wei Cheng, Wanki Kim, S. R. Nandakumar, Charles Mackin, Timothy Philip, Zuoguang Liu, Kevin Brew, Nanbo Gong, Injo Ok, Praneet Adusumilli, Katie Spoon, Stefano Ambrogio, Benedikt Kersting, Thomas Bohnstingl, Manuel Le Gallo, Andrew Simon, Ning Li, Iqbal Saraf, Jin-Ping Han, Lynne M. Gignac, John M. Papalia, Tenko Yamashita, Nicole Saulnier, Geoffrey W. Burr, Hsinyu Tsai, Abu Sebastian, Vijay Narayanan, Matthew BrightSky
Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation. IRPS (2021)
Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
Towards efficient end-to-end speech recognition with biologically-inspired neural networks. CoRR (2021)
Stanislaw Wozniak, Thomas Bohnstingl, Angeliki Pantazi
Biologically Inspired Dynamics Enhance Deep Learning. ERCIM News 2021 (125) (2021)
Thomas Bohnstingl, Angeliki Pantazi, Evangelos Eleftheriou
Accelerating Spiking Neural Networks using Memristive Crossbar Arrays. ICECS (2020)
Thomas Bohnstingl, Stanislaw Wozniak, Wolfgang Maass, Angeliki Pantazi, Evangelos Eleftheriou
Online spatio-temporal learning in deep neural networks. CoRR (2020)
Stanislaw Wozniak, Angeliki Pantazi, Thomas Bohnstingl, Evangelos Eleftheriou
Deep learning incorporating biologically inspired neural dynamics and in-memory computing. Nat. Mach. Intell. 2 (6) (2020)
Thomas Bohnstingl, Franz Scherr, Christian Pehle, Karlheinz Meier, Wolfgang Maass
Neuromorphic Hardware learns to learn. CoRR (2019)