Abbas Rahimi

1. A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices
   2022/03/09 by Michael Hersche, Mustafa Zeqiri, Hersche, Michael +7 · 3 voices · 9 citations
   Computer Science · #Natural Language Processing Techniques #Neural Networks and Applications #Topic Modeling #cs.AI #cs.CV #cs.LG
2. A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations
   2022/05/19 by Denis Kleyko, Dmitri A. Rachkovskij, Evgeny Osipov +1 · 23 citations
   Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Cellular Automata and Applications
3. A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges
   2021/12/31 by Denis Kleyko, Dmitri A. Rachkovskij, Dmitri Rachkovskij +2 · 13 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
4. In-memory hyperdimensional computing
   2019/06/04 by Geethan Karunaratne, Karunaratne, Geethan, Manuel Le Gallo +9 · 6 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
5. MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
   2023/12/05 by Nicolas Menet, Michael Hersche, Menet, Nicolas +9 · 5 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)
6. Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning
   2024/12/07 by Michael Hersche, Giacomo Camposampiero, Hersche, Michael +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
7. PULP-HD: Accelerating Brain-Inspired High-Dimensional Computing on a Parallel Ultra-Low Power Platform
   2018/04/24 by Fabio Montagna, Abbas Rahimi, Montagna, Fabio +7 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Hardware Optimizations of Dense Binary Hyperdimensional Computing:\n Rematerialization of Hypervectors, Binarized Bundling, and Combinational\n Associative Memory
   2018/07/20 by Manuel Schmuck, Luca Benini, Schmuck, Manuel +3 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Cellular Automata and Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
9. On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
   2024/12/26 by Aleksandar Terzić, Michael Hersche, Terzić, Aleksandar +9 · 5 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)
10. A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing
    2021/02/04 by Manuel Eggimann, Eggimann, Manuel, Abbas Rahimi +3 · 1 citation
    Engineering · #Advanced Materials and Mechanics #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
11. Bridging MDE and AI: a systematic review of domain-specific languages and model-driven practices in AI software systems engineering
    2024/09/28 by Simon Rädler, Luca Berardinelli, Karolin Winter +2 · 1 voice · 2 citations
    Business, Management and Accounting · Decision Sciences · Computer Science · #Business Process Modeling and Analysis #Scientific Computing and Data Management #Model-Driven Software Engineering Techniques
12. Towards Learning Abductive Reasoning using VSA Distributed Representations
    2024/06/27 by Giacomo Camposampiero, Camposampiero, Giacomo, Michael Hersche +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Symbolic Computation (cs.SC) #Topic Modeling
13. Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces
    2018/12/13 by Michael Hersche, José del R. Millán, Hersche, Michael +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
14. The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
    2025/02/10 by Francesco S. Carzaniga, Carzaniga, Francesco Stefano, Gary Tom Hoppeler +7 · 2 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
15. One-shot Learning for iEEG Seizure Detection Using End-to-end Binary\n Operations: Local Binary Patterns with Hyperdimensional Computing
    2018/09/06 by Alessio Burrello, Kaspar Schindler, Burrello, Alessio +5 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing
16. 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning
    2024/03/12 by Yoga Esa Wibowo, Cristian Cioflan, Wibowo, Yoga Esa +11 · 1 citation
    Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning and Algorithms
17. 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