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20112023
most citedConvolutional Neural Networks for Epileptic Seizure Prediction

40 citations · 56 across the 5 of their papers we have counts for

collaborators

6 papers

cond-mat.mes-hall2023★ 1 cited

A Compact Model of Threshold Switching Devices for Efficient Circuit Simulations

Mohamad Moner Al Chawa, Daniel Bedau, Ahmet S. Demirkol +4

In this paper, we present a new compact model of threshold switching devices which is suitable for efficient circuit-level simulations. First, a macro model, based on a compact tra…

cs.LG2023

Generalizable Classification of UHF Partial Discharge Signals in Gas-Insulated HVDC Systems Using Neural Networks

Steffen Seitz, Thomas Götz, Christopher Lindenberg +2

Undetected partial discharges (PDs) are a safety critical issue in high voltage (HV) gas insulated systems (GIS). While the diagnosis of PDs under AC voltage is well-established, t…

cs.LG2021

Coherent False Seizure Prediction in Epilepsy, Coincidence or Providence?

Jens Müller, Hongliu Yang, Matthias Eberlein +4

Seizure forecasting using machine learning is possible, but the performance is far from ideal, as indicated by many false predictions and low specificity. Here, we examine false an…

cs.LG2018★ 40 cited

Convolutional Neural Networks for Epileptic Seizure Prediction

Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff +4

Epilepsy is the most common neurological disorder and an accurate forecast of seizures would help to overcome the patient's uncertainty and helplessness. In this contribution, we p…

physics.bio-ph2011★ 2 cited

A Memristive Model Compatible with Triplet Rule for Spike-Timing-Dependent-Plasticity

Weiran Cai, Ronald Tetzlaff, Frank Ellinger

In this paper, we propose an extended version of the memristive STDP model, which is one of the most important and exciting recent discoveries in neuromorphic engineering. The prop…

cond-mat.mes-hall2011★ 13 cited

Abel Dynamics of Titanium Dioxide Memristor Based on Nonlinear Ionic Drift Model

Weiran Cai, Frank Ellinger, Ronald Tetzlaff +1

We give analytical solutions to the titanium dioxide memristor with arbitary order of window functions, which assumes a nonlinear ionic drift model. As the achieved solution, the c…