I am a PhD student at the Institute of Neuroinformatics UZH, Switzerland, in the Neuromorphic Cognitive Systems group.
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Hwang, Kim & Park (2021) - Quantized Weight Transfer Method Using Spike-Timing-Dependent Plasticity for Hardware Spiking Neural Network 29 Dec 2021
Wu, et al. (2022) - Brain-inspired Global-Local Learning Incorporated with Neuromorphic Computing 10 Apr 2022
Illing, Gerstner & Brea (2019) - Biologically Plausible Deep Learning - but how far can we go with shallow networks? 28 Jun 2021
Frémaux & Gerstner (2016) - Neuromodulated STDP, and Theory of Three-Factor Learning Rules 27 Jun 2021
Huh & Sejnowski (2018) - Gradient Descent for Spiking Neural Networks 25 Jun 2021
Vecchio et al. (2020) - Tutorial, Analysis of Motor Unit Discharge Characteristics from High-Density Surface EMG Signals 21 Jul 2021
Zambrano & Bohte; - Fast and Efficient Asynchronous Neural Computation with Adapting Spiking) 23 May 2021
Leroux, Finkbeiner and Neftci (2023) - Online transformers with spiking neurons for fast prosthetic hand control 02 Apr 2023
Kumarasinghe, et al. (2021) - Brain-inspired SNN for decoding and understanding muscle activity and kinematics from EEG signals during hand movements. 05 Sep 2022
Xu, Zheng and Hu (2021) - Estimation of Joint Kinematics and Fingertip Forces using Motorneuron Firing Activities. A Preliminary Report 20 Jul 2021