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International Journal of Neural Systems, ISSN 0129-0657, 12/2014, Volume 24, Issue 8, p. 1450029
Journal Article
Journal of Computer and System Sciences, ISSN 0022-0000, 05/2019, Volume 101, pp. 86 - 99
Journal Article
Theoretical Computer Science, ISSN 0304-3975, 06/2012, Volume 436, pp. 23 - 34
We consider analog recurrent neural networks working on infinite input streams, provide a complete topological characterization of their expressive power, and... 
Analytic sets | Analog neural networks | [formula omitted]-Automata | Turing machines | Analog computation | Topology | Borel sets | ω-Automata | NETS | SPIKE TRAINS | COMPUTATIONAL POWER | COMPLEXITY | COMPUTER SCIENCE, THEORY & METHODS | omega-Automata | Neural networks | Robots | Networks | Recurrent neural networks | Automation | Abstract machines | Recognition | Streams
Journal Article
Neural Networks, ISSN 0893-6080, 06/2020, Volume 126, pp. 312 - 334
Synfire rings are neural circuits capable of conveying synchronous, temporally precise and self-sustained activities in a robust manner. We propose a cell... 
Cell assemblies | Synfire rings | Neural computation | Recurrent neural networks | Hodgkin–Huxley equations | Finite state automata
Journal Article
Chaos: An Interdisciplinary Journal of Nonlinear Science, ISSN 1054-1500, 10/2018, Volume 28, Issue 10, p. 106318
Journal Article
Journal of Computer and System Sciences, ISSN 0022-0000, 12/2016, Volume 82, Issue 8, pp. 1232 - 1250
Journal Article
Neural Computation, ISSN 0899-7667, 2012, Volume 24, Issue 4, pp. 996 - 1019
In classical computation, rational-and real-weighted recurrent neural networks were shown to be respectively equivalent to and strictly more powerful than the... 
NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Models, Neurological | Computer Simulation | Neurons - physiology | Memory - physiology | Neural Networks (Computer)
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10472, pp. 150 - 163
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 9886, pp. 115 - 122
Conference Proceeding
Journal of Logic and Computation, ISSN 0955-792X, 06/2017, Volume 27, Issue 4, pp. 1169 - 1187
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10613, pp. 245 - 253
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 11141, pp. 693 - 702
Conference Proceeding
Chaos, ISSN 1054-1500, 10/2018, Volume 28, Issue 10
Studies of Boolean recurrent neural networks are briefly introduced with an emphasis on the attractor dynamics determined by the sequence of distinct... 
Domains | Brain | Recurrent neural networks | Parameters | Circuits | Neural networks | Switching theory | Mathematical models | Graph theory | Graphical representations | Boolean algebra | Ganglia
Journal Article
RAIRO - Theoretical Informatics and Applications, ISSN 0988-3754, 7/2009, Volume 43, Issue 3, pp. 443 - 461
The algebraic study of formal languages shows that omega-rational sets correspond precisely to the omega-languages recognizable by finite omega-semigroups.... 
Wadge hierarchy | ω-automata | Infinite games | Hierarchical games | Wadge game | ω-semigroups | Wagner hierarchy | ω-rational languages | AUTOMATA | hierarchical games | COMPUTER SCIENCE, INFORMATION SYSTEMS | omega-automata | OMEGA-RATIONAL SETS | omega-rational languages | LOGIC | INFINITE WORDS | WADGE | SEMIGROUPS | REGULAR SETS | DETERMINACY | omega-semigroups | infinite games
Journal Article
RAIRO - Theoretical Informatics and Applications, ISSN 0988-3754, 7/2009, Volume 43, Issue 3, pp. 463 - 515
The algebraic counterpart of the Wagner hierarchy consists of a well-founded and decidable classification of finite pointed omega-semigroups of width 2 and... 
Wadge hierarchy | ω-automata | Infinite games | Hierarchical games | Wadge game | ω-semigroups | Wagner hierarchy | ω-rational languages | MATHEMATICS, APPLIED | AUTOMATA | hierarchical games | omega-automata | COMPUTER SCIENCE, THEORY & METHODS | OMEGA-RATIONAL SETS | omega-rational languages | omega-semigroups | infinite games
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8681, pp. 57 - 64
Conference Proceeding
Chinese Journal of Physiology, ISSN 0304-4920, 2010, Volume 53, Issue 6, pp. 407 - 416
We provide a decidable hierarchical classification of first-order recurrent neural networks made up of McCulloch and Pitts cells. This classification is... 
Wadge hierarchy | Attractors | Büchi automata | Neural networks | BOREL SETS | NETS | PHYSIOLOGY | COMPUTATIONAL POWER | neural networks | Buchi automata | attractors | OMEGA-LANGUAGES | Models, Theoretical | Recurrence | Animals | Models, Neurological | Humans | Neural Networks (Computer)
Journal Article
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