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A Mott Insulator-Based Oscillator Circuit for Reservoir Computing2020 IEEE International Symposium on Circuits and Systems proceedings conference-paper Computer Science Neural Networks and Reservoir Computing
Wen Ma, Tyler Hennen, Martin Lueker-Boden, Rick Galbraith, Jonas Goode, Won Ho Choi, +5 more
11citations -
Artificial Neural Network With Photonic Reservoir for Multiclass Modulation Format Identification2025 Journal of Lightwave Technology article Computer Science Neural Networks and Reservoir Computing
Guillermo von Hünefeld, Mahdi Kaveh, Joseph Hopfmüller, Pooyan Safari, Enes Şeker, Rijil Thomas, +7 more
3citations -
Quantization Effects of Artificial Neural Networks for Embedded Edge-Computing Applications2025 JuSER (Forschungszentrum Jülich) preprint Computer Science Advanced Neural Network Applications Open access
Alperen Aksoy, Ilja Bekman, Vesselin Dimitrov, Qader Dorosti, Chimezie Eguzo, Sarah Fleitmann, +3 more
0citations -
Data-driven decoding of quantum error correcting codes using graph neural networks2025 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access
Moritz Lange, Pontus Havström, Basudha Srivastava, Isak Bengtsson, Valdemar Bergentall, Karl Hammar, +3 more
20citations -
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar
4citations -
On the geometry and topology of representations: the manifolds of modular addition2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access
Gabriela Moisescu-Pareja, Gavin McCracken, Harley Wiltzer, Vincent Létourneau, Colin Daniels, Doina Precup, +1 more
0citations -
Enhanced reservoir computing for robust optical network monitoring: a case study on modulation format identification2025 Smart Photonic and Optoelectronic Integrated Circuits conference-paper Computer Science Neural Networks and Reservoir Computing
Mahdi Kaveh, Guillermo von Hünefeld, Enes Şeker, Joseph Hopfmüller, Pooyan Safari, Rijil Thomas, +6 more
0citations