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Andreas WichertProfessor Auxiliar | AIPS
Total displayed: 28
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- Quantum Artificial Intelligence with Qiskit
Andreas Wichert
ISBN 9781032448978, Chapman and Hall/CRC,
2024 - Mind, Brain, Quantum AI, and the Multiverse
Andreas Wichert
ISBN 1032149604, Chapman and Hall/CRC,
2022 - Machine Learning - A Journey to Deep Learning
Andreas Wichert, Luís Gouveia Coutinho Sá Couto
ISBN 978-98-123-405-7, World Scientific,
2021 - Principles of Quantum Artificial Intelligence: Quantum Problem Solving and Machine Learning, 2nd Edition
Andreas Wichert
ISBN 9811224307, World Scientific, Singapore
2020
- Quantum Machine Learning - Quo Vadis?
Andreas Wichert
Entropy vol. 26, n. 11, DOI 10.3390/e26110905
2024 - Promoting the Shift from Pixel-Level Correlations to Object Semantics Learning by Rethinking Computer Vision Benchmark Datasets
Maria Osório, Andreas Wichert
Neural Computation vol. 36, n. 8, DOI 10.1162/neco_a_01677
2024 - Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data?
Maria Osório, Luis Sa-Couto, Andreas Wichert
Biological Cybernetics vol. 118, DOI 10.1007/s00422-024-00995-y
2024 - Competitive learning to generate sparse representations for associative memory
Luis Sa-Couto, Andreas Wichert
Neural Networks vol. 168, DOI doi.org/10.1016/j.neunet.2023.09.005
2023 - Classification and Generation of real-world data with an Associative Memory Model,
Rodrigo Simas, Luís Gouveia Coutinho Sá Couto, Andreas Wichert
Neurocomputing DOI 10.1016/j.neucom.2023.126514
2023 - Quantum Lernmatrix
Andreas Wichert
Entropy vol. 25, DOI 10.3390/e25060871
2023 - Self-organizing maps on "what-where" codes towards fully unsupervised classification
Luís Gouveia Coutinho Sá Couto, Andreas Wichert
Biological Cybernetics vol. 117, DOI 0.1007/s00422-023-00963-y
2023 - “Using brain inspired principles to unsupervisedly learn good representations for visual pattern recognition”
Luís Gouveia Coutinho Sá Couto, Andreas Wichert
Neurocomputing
2022 - Quantum Tree Search with Qiskit,
Andreas Wichert
Mathematics vol. 10, n. 17, DOI 10.3390/math10173103
2022 - What-Where sparse distributed invariant representations of visual patterns
Luís Gouveia Coutinho Sá Couto, Andreas Wichert
Neural Computing and Applications vol. 34, DOI doi:10.1007/s00521-021-06759-0
2022 - Quantum-like Gaussian Mixture Model
Andreas Wichert
Soft Comuting DOI doi:10.1007/s00500-021-05941-9
2021 - Simple convolutional based models: are they learning the task or the data?
Luís Gouveia Coutinho Sá Couto, Andreas Wichert
Neural Computation vol. 1, n. 17, DOI 10.3390/math9172036
2021 - Quantum-Like Sampling
Andreas Wichert
Mathematics vol. 9, n. 17, DOI :10.3390/math9172036
2021 - Quantum Cognition and the Mind
Andreas Wichert
Journal of Artificial Intelligence and Consciousness DOI doi:10.1007/s00500-021-05941-9
2020 - Quantum-Like Influence Diagrams for Decision-Making
Catarina Moreira, Prayag Tiwari, Hari Mohan Pandey, Peter Bruza, Andreas Wichert
Neural Networks vol. 132,
2020 - Balanced Quantum-Like Bayesian Networks
Andreas Wichert, Catarina Moreira, Peter Bruza
Entropy vol. 22, DOI 10.3390/e22020170
2020 - Storing object dependent sparse codes in a Willshaw associative network
Luis Sa-Couto, Andreas Wichert
Neural Computation vol. 31, n. 1, DOI 10.1162/neco_a_01243
2020 - Towards a Quantum-Like Cognitive Architecture for Decision- Making
Catarina Moreira, Lauren Fella, Shahram Dehdashti, Peter Bruza, Andreas Wichert
Behavioral and Brain Sciences
2019 - Principles of Quantum-like Evolution
Andreas Wichert
Open Systems & Information Dynamics vol. 26, n. 2, DOI 10.1142/S1230161219500070
2019 - Attention Inspired Network: steep learning curve in an invariant pattern recognition model
Luis Sa-Couto, Andreas Wichert
Neural Networks vol. 114, DOI :10.1016/j.neunet.2019.01.01
2019 - Process mining with Real World Financial Loan Applications: Improving Inference on Incomplete Event Logs
Catarina Moreira, Emmanuel Haven, Sandro Sozzo, Andreas Wichert
PLoS ONE vol. 13, n. 12, DOI 10.1371/journal.pone.0207806
2018 - Are quantum-like Bayesian Networks More Powerful than Classical Bayesian Networks?
Catarina Moreira, Andreas Wichert
Journal of Mathematical Psychology vol. 82,
2018
- Balanced Quantum-Like Model for Decision Making
Andreas Wichert, Catarina Moreira
Quantum Interactions, Nice
2018 - Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle
Catarina Moreira, Andreas Wichert
Quantum Interactions, Nice
2018