Michael Hersche

1. EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded\n Motor-Imagery Brain-Machine Interfaces
   2020/05/31 by Thorir Mar Ingolfsson, Michael Hersche, Ingolfsson, Thorir Mar +9 · 11 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
2. A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices
   2022/03/09 by Michael Hersche, Mustafa Zeqiri, Hersche, Michael +7 · 7 citations
   Computer Science · #Neural Networks and Applications #Natural Language Processing Techniques #Topic Modeling
3. Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning
   2024/12/07 by Michael Hersche, Hersche, Michael, Giacomo Camposampiero +7 · 1 voice · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.LG #cs.SC
4. MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
   2023/12/05 by Nicolas Menet, Menet, Nicolas, Michael Hersche +9 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
   2024/12/26 by Aleksandar Terzić, Terzić, Aleksandar, Michael Hersche +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
   2024/01/29 by Michael Hersche, Hersche, Michael, Francesco Di Stefano +7 · 1 citation
   Computer Science · #Semantic Web and Ontologies #Rough Sets and Fuzzy Logic #Logic, Reasoning, and Knowledge
7. ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal\n Convolutional Network
   2021/03/25 by Thorir Mar Ingolfsson, Xiaying Wang, Ingolfsson, Thorir Mar +9 · 1 citation
   Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring