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Day: November 9, 2020

An investigation of existence of the adversarial inputs in the brain-computer interface (BCI) applications (Thesis proposal)

Posted on November 9, 2020November 10, 2020 By Muhammad Saif-Ur-Rehman No Comments on An investigation of existence of the adversarial inputs in the brain-computer interface (BCI) applications (Thesis proposal)
An investigation of existence of the adversarial inputs in the brain-computer interface (BCI) applications (Thesis proposal)
teaching

Masterarbeitsthema Abstract: Brain-computer interface (BCI), “the recipe of decoding intended actions from neural signals” is a way forward towards creating an intelligent neuroprosthetics solution. Deep learning (DL) algorithms provide many state-of-the-art results in the rapidly growing BCI applications. Despite this fact, DL algorithms are fragile against synthetic inputs called “adversarial inputs”. These inputs can be … Read More “An investigation of existence of the adversarial inputs in the brain-computer interface (BCI) applications (Thesis proposal)” »

Online SpikeDeep-Classifier: The supervised learning based online spike sorting algorithm (Thesis-Proposal)

Posted on November 9, 2020November 9, 2020 By Muhammad Saif-Ur-Rehman No Comments on Online SpikeDeep-Classifier: The supervised learning based online spike sorting algorithm (Thesis-Proposal)
teaching

Abstract: A spike sorting algorithm allows the identification of the activity of each neural source. We published two studies SpikeDeeptector and SpikeDeep-Classifier in the journal of the neural engineering. This study is based on our previously published studies. In this study, we aim to identify the neural activity of each source, online. More importantly, we … Read More “Online SpikeDeep-Classifier: The supervised learning based online spike sorting algorithm (Thesis-Proposal)” »

Recent Posts

  • ProgressClub: On the application of error-related potentials March 3, 2021
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  • Application of Reinforcement Learning to a Mining System December 15, 2020
  • Improving the performance of EEG decoding using anchored-STFT in conjunction with gradient norm adversarial augmentation December 1, 2020
  • SpikeDeep-Classifier: A deep-learning based fully automatic offline spike sorting algorithm November 10, 2020

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LabEvents

March 2021
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2:00 pm: LabMeeting

March 3, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 10, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 17, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 24, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 31, 2021 2:00 pm – 3:00 pm

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