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ORCIDAndreas Wichert
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- affiliation: University of Lisbon, Portugal
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2020 – today
- 2023
[j47]Luis Sa-Couto
, Andreas Wichert:
Self-organizing maps on "what-where" codes towards fully unsupervised classification. Biol. Cybern. 117(3): 211-220 (2023)- [j46]Andreas Wichert:
Quantum Lernmatrix. Entropy 25(6): 871 (2023) - [j45]Rodrigo Simas, Luis Sa-Couto, Andreas Wichert:
Classification and generation of real-world data with an associative memory model. Neurocomputing 551: 126514 (2023) - [j44]Luís Sa-Couto, Andreas Wichert:
Competitive learning to generate sparse representations for associative memory. Neural Networks 168: 32-43 (2023) - [i19]Luis Sa-Couto, Andreas Wichert:
Competitive learning to generate sparse representations for associative memory. CoRR abs/2301.02196 (2023) - 2022
- [j43]Luis Sa-Couto, Andreas Wichert:
Using brain inspired principles to unsupervisedly learn good representations for visual pattern recognition. Neurocomputing 495: 97-104 (2022) - [j42]Luis Sa-Couto, Andreas Wichert:
"What-Where" sparse distributed invariant representations of visual patterns. Neural Comput. Appl. 34(8): 6207-6214 (2022) - [i18]Rodrigo Simas, Luis Sa-Couto, Andreas Wichert:
Multiple-Modality Associative Memory: a framework for Learning. CoRR abs/2207.04827 (2022) - [i17]Maria Osório, Luís Sa-Couto, Andreas Wichert:
Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? CoRR abs/2208.12564 (2022) - [i16]Jose Miguel Ramos, Luis Sa-Couto, Andreas Wichert:
Multi-level Data Representation For Training Deep Helmholtz Machines. CoRR abs/2210.14855 (2022) - [i15]Luis Sa-Couto, Jose Miguel Ramos, Miguel Almeida, Andreas Wichert:
Understanding the double descent curve in Machine Learning. CoRR abs/2211.10322 (2022) - [i14]Luis Sa-Couto, Jose Miguel Ramos, Andreas Wichert:
The smooth output assumption, and why deep networks are better than wide ones. CoRR abs/2211.14347 (2022) - 2021
- [b4]Andreas Wichert, Luis Sa-Couto:
Machine Learning - A Journey to Deep Learning - with Exercises and Answers. WorldScientific 2021, ISBN 9789811234057, pp. 1-640 - [j41]Andreas Wichert:
Quantum Cognition and the Mind. J. Artif. Intell. Conscious. 8(1): 161-170 (2021) - [j40]Luis Sa-Couto, Andreas Wichert:
Simple Convolutional-Based Models: Are They Learning the Task or the Data? Neural Comput. 33(12): 3334-3350 (2021) - [j39]Andreas Wichert:
Quantum-like Gaussian mixture model. Soft Comput. 25(15): 10067-10081 (2021) - [i13]Luis Sa-Couto, Andreas Wichert:
Using brain inspired principles to unsupervisedly learn good representations for visual pattern recognition. CoRR abs/2104.14970 (2021) - 2020
- [b3]Andreas Wichert:
Principles of Quantum Artificial Intelligence - Quantum Problem Solving and Machine Learning, Second Edition. WorldScientific 2020, ISBN 9789811224300, pp. 1-496 - [j38]Andreas Wichert, Catarina Moreira, Peter Bruza:
Balanced Quantum-Like Bayesian Networks. Entropy 22(2): 170 (2020) - [j37]Luis Sa-Couto, Andreas Wichert:
Storing Object-Dependent Sparse Codes in a Willshaw Associative Network. Neural Comput. 32(1): 136-152 (2020) - [j36]Catarina Moreira, Prayag Tiwari, Hari Mohan Pandey, Peter Bruza, Andreas Wichert:
Quantum-like influence diagrams for decision-making. Neural Networks 132: 190-210 (2020) - [i12]Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert:
An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics. CoRR abs/2002.09192 (2020)
2010 – 2019
- 2019
- [j35]Luis Sa-Couto, Andreas Wichert:
Attention Inspired Network: Steep learning curve in an invariant pattern recognition model. Neural Networks 114: 38-46 (2019) - [j34]Andrzej Wichert:
Principles of Quantum-like Evolution. Open Syst. Inf. Dyn. 26(2): 1950007:1-1950007:21 (2019) - [i11]Catarina Moreira, Lauren Fell, Shahram Dehdashti, Peter Bruza, Andreas Wichert:
Towards a Quantum-Like Cognitive Architecture for Decision-Making. CoRR abs/1905.05176 (2019) - 2018
- [c13]Andreas Wichert, Catarina Moreira:
Balanced Quantum-Like Model for Decision Making. QI 2018: 79-90 - [c12]Catarina Moreira, Andreas Wichert:
Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle. QI 2018: 91-108 - [i10]Catarina Moreira, Andreas Wichert:
Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle. CoRR abs/1807.06142 (2018) - 2017
- [i9]Catarina Moreira, Emmanuel Haven, Sandro Sozzo, Andreas Wichert:
The Dutch's Real World Financial Institute: Introducing Quantum-Like Bayesian Networks as an Alternative Model to deal with Uncertainty. CoRR abs/1710.00490 (2017) - 2016
- [j33]Andreas Wichert:
Artificial intelligence and a universal quantum computer. AI Commun. 29(4): 537-543 (2016) - 2015
- [b2]Andreas Wichert:
Intelligent Big Multimedia Databases. WorldScientific 2015, ISBN 9789814696647, pp. 1-324 - [j32]Andreas Wichert, Catarina Moreira:
On Projection Based Operators in lp Space for Exact Similarity Search. Fundam. Informaticae 136(4): 461-474 (2015) - [j31]João Sacramento, Andreas Wichert, Mark C. W. van Rossum:
Energy Efficient Sparse Connectivity from Imbalanced Synaptic Plasticity Rules. PLoS Comput. Biol. 11(6) (2015) - [c11]Catarina Moreira, Andreas Wichert:
The Relation Between Acausality and Interference in Quantum-Like Bayesian Networks. QI 2015: 129-141 - [i8]Luís Tarrataca, Andreas Wichert:
Tree Search and Quantum Computation. CoRR abs/1502.01951 (2015) - [i7]Luís Tarrataca, Andreas Wichert:
Can Quantum Entanglement Detection Schemes Improve Search? CoRR abs/1502.01959 (2015) - [i6]Luís Tarrataca, Andreas Wichert:
A Quantum Production Model. CoRR abs/1502.02029 (2015) - [i5]Luís Tarrataca, Andreas Wichert:
Quantum Iterative Deepening with an application to the Halting problem. CoRR abs/1502.02030 (2015) - [i4]Andreas Wichert, Catarina Moreira:
On Projection Based Operators in Lp space for Exact Similarity Search. CoRR abs/1502.04032 (2015) - [i3]Catarina Moreira, Andreas Wichert:
The Relation Between Acausality and Interference in Quantum-Like Bayesian Networks. CoRR abs/1508.06973 (2015) - 2014
- [j30]Catarina Moreira, Andreas Wichert:
Interference effects in quantum belief networks. Appl. Soft Comput. 25: 64-85 (2014) - [j29]Diogo Rendeiro, João Sacramento, Andreas Wichert:
Taxonomical Associative Memory. Cogn. Comput. 6(1): 45-65 (2014) - [j28]Ângelo Cardoso, Andreas Wichert:
Noise tolerance in a Neocognitron-like network. Neural Networks 49: 32-38 (2014) - [i2]Catarina Moreira, Andreas Wichert:
Interference Effects in Quantum Belief Networks. CoRR abs/1409.8470 (2014) - 2013
- [j27]Catarina Moreira, Andreas Wichert:
Finding academic experts on a multisensor approach using Shannon's entropy. Expert Syst. Appl. 40(14): 5740-5754 (2013) - [j26]Ângelo Cardoso, Andreas Wichert:
Handwritten digit recognition using biologically inspired features. Neurocomputing 99: 575-580 (2013) - [j25]Andreas Wichert:
Proto logic and neural subsymbolic reasoning. J. Log. Comput. 23(3): 627-643 (2013) - [j24]Luís Tarrataca, Andreas Wichert:
Intricacies of quantum computational paths. Quantum Inf. Process. 12(2): 1365-1378 (2013) - [i1]Catarina Moreira, Andreas Wichert:
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy. CoRR abs/1306.2864 (2013) - 2012
- [j23]João Sacramento, Andreas Wichert:
Binary Willshaw learning yields high synaptic capacity for long-term familiarity memory. Biol. Cybern. 106(2): 123-133 (2012) - [j22]Andreas Wichert, André Filipe da Silva Veríssimo:
CBIR with a subspace tree: principal component analysis versus averaging. Multim. Syst. 18(4): 283-293 (2012) - [j21]João Sacramento, Francisco Burnay, Andreas Wichert:
Regarding the temporal requirements of a hierarchical Willshaw network. Neural Networks 25: 84-93 (2012) - [j20]Ângelo Cardoso, Andreas Wichert:
Iterative random projections for high-dimensional data clustering. Pattern Recognit. Lett. 33(13): 1749-1755 (2012) - [j19]Luís Tarrataca, Andreas Wichert:
Can quantum entanglement detection schemes improve search? Quantum Inf. Process. 11(1): 55-66 (2012) - [j18]Luís Tarrataca, Andreas Wichert:
A quantum production model. Quantum Inf. Process. 11(1): 189-209 (2012) - [c10]Andrzej Wichert:
Product Quantization for Vector Retrieval with No Error. ICEIS (1) 2012: 87-92 - 2011
- [j17]João Pedro Carlos Gomes da Silva, Luísa Coheur, Ana Cristina Mendes, Andreas Wichert:
From symbolic to sub-symbolic information in question classification. Artif. Intell. Rev. 35(2): 137-154 (2011) - [j16]Andreas Wichert:
The Role of Attention in the Context of Associative Memory. Cogn. Comput. 3(1): 311-320 (2011) - [j15]Luís Tarrataca, Andreas Wichert:
Problem-solving and Quantum Computation. Cogn. Comput. 3(4): 510-524 (2011) - [j14]João Sacramento, Andreas Wichert:
Tree-like hierarchical associative memory structures. Neural Networks 24(2): 143-147 (2011) - [j13]Luís Tarrataca, Andreas Wichert:
Tree search and quantum computation. Quantum Inf. Process. 10(4): 475-500 (2011) - [c9]Andreas Wichert:
Neural Sub-Symbolic Reasoning. NeSy 2011: 2-7 - [c8]Luís Tarrataca, Andreas Wichert:
A Hierarchical Sorting Oracle. QI 2011: 172-181 - 2010
- [j12]Andreas Wichert, Pedro Teixeira, Pedro Santos, Helena Galhardas:
Subspace tree: high dimensional multimedia indexing with logarithmic temporal complexity. J. Intell. Inf. Syst. 35(3): 495-516 (2010) - [j11]Ângelo Cardoso, Andreas Wichert:
Neocognitron and the Map Transformation Cascade. Neural Networks 23(1): 74-88 (2010)
2000 – 2009
- 2009
- [j10]Andreas Wichert:
Sub-Symbols and Icons. Cogn. Comput. 1(4): 342-347 (2009) - [c7]Andrzej Wichert:
Subspace Tree. CBMI 2009: 38-43 - 2008
- [j9]Andreas Wichert, João Dias Pereira, Paulo Carreira:
Visual search light model for mental problem solving. Neurocomputing 71(13-15): 2806-2822 (2008) - [j8]Andreas Wichert:
Content-based image retrieval by hierarchical linear subspace method. J. Intell. Inf. Syst. 31(1): 85-107 (2008) - [c6]Andrzej Wichert:
Subspace indexing for extremely high-dimensional CBIR. CBMI 2008: 330-337 - 2007
- [c5]Paulo J. F. Carreira, Helena Galhardas, João Pereira, Andrzej Wichert:
One-to-many data transformation operations - optimization and execution on an RDBMS. ICEIS (1) 2007: 21-27 - [c4]Paulo Carreira, Helena Galhardas, João Pereira, Andrzej Wichert:
On Handling One-to-Many Transformations in Relational Systems. ICEIS (Selected Papers) 2007: 121-134 - 2006
- [j7]Andreas Wichert:
Cell assemblies for diagnostic problem-solving. Neurocomputing 69(7-9): 810-824 (2006) - [j6]André O. Falcão, Thibault Langlois, Andreas Wichert:
Flexible kernels for RBF networks. Neurocomputing 69(16-18): 2356-2359 (2006) - 2005
- [j5]Andreas Wichert:
Associative computer: a hybrid connectionistic production system. Cogn. Syst. Res. 6(2): 111-144 (2005) - [j4]Andrzej Wichert:
Associative diagnosis. Expert Syst. J. Knowl. Eng. 22(1): 26-39 (2005) - 2004
- [j3]Andrzej Wichert:
Categorial expert systems. Expert Syst. J. Knowl. Eng. 21(1): 34-47 (2004) - 2002
- [j2]Andrzej Wichert:
Learning of associative prediction by experience. Neurocomputing 48(1-4): 741-762 (2002) - 2001
- [j1]Andrzej Wichert:
Pictorial reasoning with cell assemblies. Connect. Sci. 13(1): 1-42 (2001) - 2000
- [b1]Andreas Miroslaus Wichert:
Associative Computation. University of Ulm, Germany, 2000 - [c3]Andrzej Wichert:
Associative Computation and Associative Prediction. NCPW 2000: 283-292
1990 – 1999
- 1999
- [c2]Barbara Helga Talle, Andreas Wichert:
Audio-visual sensor fusion with neural architectures. AVSP 1999: 17 - 1997
- [c1]Gabi Krone, B. Talk, Andreas Wichert, Günther Palm:
Neural architectures for sensorfusion in speechrecognition. AVSP 1997: 57-60
Coauthor Index
aka: Luís Sa-Couto
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