Employees CPE

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Publications by Prof. Dr. Frank van der Velde

Journals

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van Dijk, D. & van der Velde, F. (2015). A Central Pattern Generator for Controlling Sequential Activation in a Neural Architecture for Sentence Processing. Neurocomputing. in press.

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van der Velde, F. (2015). Computation and dissipative dynamical systems in neural networks for classification, Pattern Recognition Letters, http://dx.doi.org/10.1016/j.patrec.2015.02.008

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van der Velde, F (2015). Communication, concepts and grounding. Neural networks, 62 , 112 - 117.

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van der Velde, F. & de Kamps, M (2015) The necessity of connection structures in neural models of variable binding. Cognitive neurodynamics . DOI 10.1007/s11571-015-9331-7

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Velde, Frank van der (2014) Linking population dynamics and high-level cognition: Ambiguity resolution in a neural sentence processing model. Frontiers in neuroinformatics, DOI 10.3389/conf.fninf.2014.18.00055

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van der Velde, F. (2013). The Development of Cognition as the Basis for Autonomy. Journal of Artificial General Intelligence 3(2), 47-49.

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van der Velde, F. (2013). Consciousness as a process of queries and answers in architectures based on in situ representations. International journal of machine consciousness, 5 (1). 27 - 45.

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van der Velde, F. (2013). Towards a constructivist methodology: learning constructions by integrating in situ representations and productivity. Journal of Artificial General Intelligence 3(3), 1-21.

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van der Velde, F & de Kamps, M. (2011). Compositional connectionist structures based on in situ grounded representations. Connection Science, 23, 97–107.

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Van der Velde, F & de Kamps, M. (2010). Learning of control in a neural architecture of grounded language processing. Cognitive Systems Research, 11, 93–107.

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Van der Velde, F. (2010). Where Artificial Intelligence and Neuroscience Meet: The Search for Grounded Architectures of Cognition. Advances in Artificial Intelligence, 918062, 1-18.

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De Kamps, M. & van der Velde, F. (2009). The MIIND framework: combining population density methods, neural simulations and Wilson-Cowan dynamics into

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large-scale heterogeneous neural models of cognition. BMC Neuroscience, 10 (1): P276.

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De Kamps, M., Baier, V., Drever, J., Dietz, M., Mösenlechner, L. & van der Velde, F. (2008). The state of MIIND. Neural Networks, 21, 1164-1181.

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De Kamps, M. & van der Velde F (2008). MIIND (Multiple Interacting Instantiations of Neural Dynamics) - bridging neural dynamics and cognitive modelling. Frontiers in Neuroinformatics. doi: 10.3389/conf.neuro.11.2008.01.090.

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Van der Velde, F. (2007). Binding and consciousness from an intrinsic perspective. Theory & Psychology, 17, 791-797.

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Van der Velde, F. & de Kamps, M. (2006). Neural blackboard architectures of combinatorial structures in cognition (target article). Behavioral and Brain Sciences, 29, 37-70.

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Van der Velde, F. & de Kamps, M. (2006). From neural dynamics to true combinatorial structures (reply to commentaries). Behavioral and Brain Sciences, 29, 88-108.

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De Kamps, M. & van der Velde, F. (2006). Neural blackboard architectures: The realization of compositionality and systematicity in neural networks. Journal of Neural Engineering,3, 1-12.

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Van der Velde, F. (2005). Modelling language development and evolution with the benefit of hindsight. Connection Science, 17, 361-379.

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Van der Voort van der Kleij, G.T., van der Velde, F., & de Kamps, M. (2005). Learning location invariance for object recognition and localization. Lecture Notes in Computer Science, 3704, 235-244.

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Van der Velde, F., de Kamps, M. & van der Voort van der Kleij, G. T. (2004). CLAM: Closed-loop attention model for visual search. Neurocomputing, 58-60, 607-612.

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Van der Velde, F., van der Voort van der Kleij, G. T. & de Kamps, M. (2004). Lack of combinatorial productivity in language processing with Simple Recurrent Networks. Connection Science, 16, 21-46.

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Van der Voort van der Kleij, G. T., de Kamps, M. & van der Velde, F. (2004). Increasing number of objects impairs binding in visual working memory. Neurocomputing, 58-60, 599-605.

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Van der Velde, F. & de Kamps, M. (2003). A model of visual working memory in PFC. Neurocomputing, 52-54, 419-424.

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Van der Voort van der Kleij, G. T., de Kamps, M. & van der Velde, F. (2003). A neural model of binding and capacity in visual working memory. Lecture Notes in Computer Science, 2714, 771-778.

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De Kamps M. & van der Velde F (2003). Dynamic aspects of delay activity. Neurocomputing, 52-54, 727-731.

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Van der Velde, F. & de Kamps, M. (2002). Synchrony in the eye of the beholder: An analysis of the role of neural synchronization in cognitive processes. Brain and Mind, 3, 291-312.

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Van der Velde, F. & de Kamps, M. (2002). Involvement of a visual blackboard architecture in imagery. Behavioral and Brain Sciences, 25, 213-214.

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De Kamps M. & van der Velde F (2002). Implementation of multilayer perceptron networks by populations of spiking neurons using rate coding. Neurocomputing, 44-46, 335-358.

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Van der Velde, F. & de Kamps, M. (2001). From knowing what to knowing where: Modeling object-based attention with feedback disinhibition of activation. Journal of Cognitive Neuroscience, 13, (4), 479-491.

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De Kamps M. & van der Velde F (2001). From artificial neural networks to spiking neuron populations and back again. Neural Networks,14, 941-953.

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De Kamps M. & van der Velde F (2001). Using a recurrent network to bind form, color and position into a unified percept. Neurocomputing, 38-40, 523-528.

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Van der Velde, F. (1999). A spy to spy on a spy: From type to token representation with cell assemblies. Behavioral and Brain Sciences, 22, 306-307.

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Van der Heijden, A.H.C. & van der Velde, F. (1999). Cognition for selection. Visual Cognition, 6, 83-87.

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Van der Velde, F. & de Kamps, M. (1998). Toward a synthesis of dynamical systems and classical computation. Behavioral and Brain Sciences, 21, 652-653.

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Van der Velde, F. (1997). On the use of computation in modelling behaviour. Network: Computation in Neural Systems, 8, 1-32.

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Van der Velde, F. & van der Heijden, A.H.C. (1997). On the statistical independence of color and shape in object identification. Journal of Experimental Psychology: Human Perception and Performance, 23, 1797-1812.

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Van der Velde, F. (1995). Symbol manipulation with neural networks: Production of a context free language using a modifiable working memory. Connection Science, 7, 247-280.

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Van der Velde, F. (1995). Association and computation with cell assemblies. Behavioral and Brain Sciences, 18, 643-644.

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Van der Velde, F., Wolters, G., & van der Heijden, A. H. C. (1994). Marr contra Marr. Behavioral and Brain Sciences, 17, 681-682.

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Van der Velde, F. (1993). Is the brain an effective Turing machine or a finite-state machine? Psychological Research, 55, 71-79.

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Van der Velde, F., van der Heijden, A. H. C. (1993). An element in the visual field is just a conjunction of attributes: A critique of Bundesen (1991). Perception & Psychophysics, 53, 345-349.

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Van der Velde, F. (1993). De theoretische ontwikkeling van de cognitieve psychologie. Nederlands Tijdschrift voor de Psychologie, 48, 246-257.

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Van der Velde, F. (1992). Effect of orthographic preactivation on letter migration. Journal of Experimental Psychology: Human Perception and Performance, 18, 449-459.

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Van der Velde, F. (1990). The combined effect of context and case alternation on migration. Psychological Research, 52, 310-316.

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Van der Velde, F., van der Heijden, A. H. C. & Schreuder, R. (1989). Context-dependent migrations in visual word perception. Journal of Experimental Psychology: Human Perception and Performance, 15, 133-141.

Book Contributions

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van der Velde, F., Wolf, R. A., Schmettow, M. & Nazareth, D. S. (2015). A Semantic Map for Evaluating Creativity. ICCC 2015: The Sixth International Conference on Computational Creativity.

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van der Velde, F. (2012). A non-von-Neumann computational architecture based on in situ representations: Integrating cognitive grounding, productivity and dynamics. In A. Chella, R. Pirrone, R. Sorbello and K. R. Jóhannsdóttir (Eds.), Biologically Inspired Cognitive Architectures, AISC 196, pp. 333-337.

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Van der Velde, F. (2011). Representation of neuro-information and knowledge. In T. Temel (ed.), System and Circuit Design for Biologically-Inspired Learning, (pp. 20-40), Hershey, PA: IGI Global.

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Van der Velde, F. (2011). Learning: A psychological perspective. In T. Temel (ed.), System and Circuit Design for Biologically-Inspired Learning, (pp. 41-58), Hershey, PA: IGI Global.

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Van der Velde, F. & de Kamps, M. (2009). The role of recurrent networks in neural

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architectures of grounded cognition: learning of control. In L. D. Raedt and P. Hitzler (eds.), Recurrent Neural Networks- Models, Capacities, and Applications. Dagstuhl Seminar 08041, 1-18.

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Van der Velde, F. & de Kamps, M. (2008). A neural architecture for grounded cognition: Representation, structure, dynamics and learning. IEEE Proceedings of 2008 International Joint Conference on Neural Networks, JCN - NN0339 (p. 1-8).

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Van der Velde, F. (2007). Dynamics and architectures of the brain. In G. B. Kang (ed.), Progress in Neurocomputing Research (pp. 121-138). Hauppauge, NY: Nova.

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Van der Velde, F. & De Kamps, M. (2007). A neural model of global visual saliency. In S. Vosniadou, D. Kayser and A. Protopapas (eds), Proceedings of the European Cognitive Science Conference 2007 (pp. 383-388). New York, Lawrence Erlbaum.

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Van der Velde, F., van der Voort van der Kleij, G. T. & de Kamps, M. (2006). A model of global saliency: Selecting a target object among distractors. In B. Holmes (ed.), Fifteenth annual computational neuroscience meeting. Edinburgh: CNS06.

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De Kamps, M., & van der Velde, F. (2006). An efficient solution for the population density equation. In B. Holmes (ed.), Fifteenth annual computational neuroscience meeting. Edinburgh: CNS06.

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Van der Velde, F. (2005). Neural Architectures of Compositionality. In E. Machery, M. Werning & G. Schurz (eds.), The Compositionality of Meaning and Content, Volume II: Applications to Linguistics, Psychology, and Neuroscience, (pp 159-175). Frankfurt: Ontos Verlag.

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Van der Voort van der Kleij, G.T. & van der Velde, F. (2005). Top-down expectations versus one or multiple feature singletons: What captures attention or guides visual search? Supplement Journal of Cognitive Neuroscience, 17, 55-56.

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Van der Velde, F., de Kamps, M. & van der Voort van der Kleij, G. T. (2003). Attention model of visual search. In E. De Schutter (ed.), Twelfth annual computational neuroscience meeting. Alicante: CNS03.

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Van der Velde, F. & de Kamps, M. (2003). Neural assembly binding in linguistic representation. In M. Verleysen (ed.), European Symposium on Artificial Neural Networks. (pp 281-286). Evere: D-side.

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Van der Voort van der Kleij, G. T. de Kamps, M. & van der Velde, F. (2003). Binding in visual working memory. In E. De Schutter (ed.), Twelfth annual computational neuroscience meeting. Alicante: CNS03.

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Van der Velde, F. (2002). Symbol manipulation with neural networks. In A. Kent (Ed.), Encyclopedia of Library and Information Science, 70, (pp 371-389). New York: Marcel Dekker.

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Van der Velde, F. & de Kamps, M. (2002). A model of visual working memory. In E. De Schutter (ed.), Eleventh annual computational neuroscience meeting. Chicago: CNS02.

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De Kamps M. & van der Velde F (2002). Multilayer perceptron networks by populations of spiking neurons. In J. M. Bower (ed.), Computational Neuroscience: Trends in Research 2002 (pp 535-558). Amsterdam: Elsevier.

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De Kamps M. & van der Velde F (2002). Dynamics of delay activity. In E. De Schutter (ed.), Eleventh annual computational neuroscience meeting. Chicago: CNS02.

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Van der Velde, F. (2001). The study of brain function: Methodological considerations. In: Amit, D. & Parisi, G. (eds), Frontiers of life, Vol III, part two: Building blocks for intelligence systems. (pp. 401-420). San Diego: Academic Press.

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Van der Velde, F. & de Kamps, M. (2001). A neural assembly model of verb-

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argument binding in syntactic processing. In B. Bowlby (ed.), Fifth international conference on cognitive and neural systems. Boston: Boston University.

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Van der Velde, F. & de Kamps, M. (2001). A neurocomputational model of working memory in syntactic processing. Supplement Journal of Cognitive Neuroscience, 13, 164.

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De Kamps M. & van der Velde F (2001). Using a recurrent network to bind form, color and position. In J. M. Bower (ed.), Computational Neuroscience: Trends in Research 2001 (pp 323-328). Amsterdam: Elsevier.

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De Kamps M. & van der Velde F (2001). Multiplayer perceptron networks with spiking neurons. In A. Blackwell et al. (eds.), Tenth annual computational neuroscience meeting. San Francisco: CNS01.

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De Kamps M. & van der Velde F (2001). Form processing by populations of spiking neurons. Supplement Journal of Cognitive Neuroscience,13, 100.

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Van der Velde, F., & de Kamps, M. (2000). A neurocomputational model of object-based attention by disinhibition. Supplement Journal of Cognitive Neuroscience, 12, 97.

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Van der Velde, F. (2000). Symbol manipulation with neural networks. In A. Kent & J. G. Williams (eds), Encyclopedia of Microcomputers, 25, (pp 391-408). New York: Marcel Dekker.

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Van der Velde, F.& de Kamps, M. (2000). Locating a familiar object using feedback modulation. In B. Bowlby (ed.), Fourth international conference on cognitive and neural systems. Boston: Boston University.

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De Kamps, M., & van der Velde, F. (2000) Using a recurrent network to bind form and position. In J. Bower (ed.), Ninth annual computational neuroscience meeting. Brugge: CNS2000.

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Van der Velde, F. (1998). Considerazioni metodologiche sullo studio delle funzioni cerebrali. In D. Amit & G. Parisi (eds.), Frontiere della Vita, Volume III, Sistemi Intelligenti, (375-393). Roma: Enciclopedia Italiana.

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Van der Velde, F. (1995). Computation, cognition, and neural networks. In B. Kappen and S. Gielen (eds.), Neural networks: Artificial intelligence and industrial applications, (p. 99-102). Berlin: Springer.

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Van der Velde, F. (1992). De rol van implementatie in computationele modellen. NVKI Nieuwsbrief, 9, 142-144.

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Van der Velde, F. (1992). Symbol manipulation with attractor neural networks. In B. Kappen and S. Gielen (eds.), Neural networks (370-376). London: Springer.

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Van der Velde, F. (1990). Letter migration in word recognition. Thesis. Leiden: Leiden University.