Temporal binding as an inducer for connectionist recruitment learning over delayed lines

Abeles, 1994, Firing rates and well-timed events in the cerebral cortex, Vol. 2, 121, 10.1007/978-1-4612-4320-5_3 Cannon, 2002, From biophysics to behavior: Catacomb2 and the design of biologically plausible models for spatial navigation, Neuroinformatics, 1, 3, 10.1385/NI:1:1:003 Diederich, 1991, Steps towards knowledge-intensive connectionist learning Diesmann, 1999, Stable propagation of synchronous spiking in cortical neural networks, Nature, 402, 529, 10.1038/990101 Feldman, 1982, Dynamic connections in neural networks, Biological Cybernetics, 46, 27, 10.1007/BF00335349 Feldman, 2000, Layered hybrid connectionist models for cognitive science, Vol. 1778, 14, 10.1007/10719871_2 Gerstner, 1999, Spiking neurons, 3 Günay, 2001, The required measures of phase segregation in distributed cortical processing, 10.1109/IJCNN.2001.939034 Günay, C., Maida, A (2003). Using temporal binding for robust connectionist recruitment learning over delayed lines. Technical Report TR-2003-2-1, Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, 70504-4330, USA. Jensen, 1996, Novel lists of 7±2 known items can be reliably stored in an oscillatory short-term memory network: interaction with long-term memory, Learning and Memory, 3, 257, 10.1101/lm.3.2-3.257 Knoblauch, 2001, Pattern separation and synchronization in spiking associative memories and visual areas, Neural Networks, 14, 763, 10.1016/S0893-6080(01)00084-3 Koch, 1996, A brief history of time (constants), Cerebral Cortex, 6, 93, 10.1093/cercor/6.2.93 Lamme, 2000, The distinct modes of vision offered by feedforward and recurrent processing, Trends in Neuroscience, 23, 571, 10.1016/S0166-2236(00)01657-X Lisman, 1995, Storage of 7±2 short-term memories in oscillatory subcycles, Science, 267, 1512, 10.1126/science.7878473 von der Malsburg, 1995, Binding in models of perception and brain function, Current Opinion in Neurobiology, 5, 520, 10.1016/0959-4388(95)80014-X O'Reilly, 2003, Three forms of binding and their neural substrates: alternatives to temporal synchrony Schillen, 1994, Binding by temporal structure in multiple feature domains of an oscillatory neuronal network, Biological Cybernetics, 70, 397, 10.1007/BF00203232 Senn, 2002, Activity-dependent development of axonal and dendritic delays, or, why synaptic transmission should be unreliable, Neural Computation, 14, 583, 10.1162/089976602317250915 Shastri, 2001, Biological grounding of recruitment learning and vicinal algorithms in long-term potentiation, Vol. 2036, 348, 10.1007/3-540-44597-8_26 Shastri, 1993, From simple associations to systematic reasoning: a connectionist representation of rules, variables, and dynamic bindings using temporal synchrony, Behavioral and Brain Sciences, 16, 417, 10.1017/S0140525X00030910 Shiffrin, 1977, Controlled and automatic human information processing: II. Perceptual learning, automatic attending, and a general theory, 10.1037/0033-295X.84.2.127 Singer, 1995, Visual feature integration and the temporal correlation hypothesis, Annual Review of Neuroscience, 18, 555, 10.1146/annurev.ne.18.030195.003011 Terman, 1995, Global competition and local cooperation in a network of neural oscillators, Physica D, 81, 148, 10.1016/0167-2789(94)00205-5 Treisman, 1996, The binding problem, Current Opinion in Neurobiology, 6, 171, 10.1016/S0959-4388(96)80070-5 Valiant, 1994 Wickelgren, 1979, Chunking and consolidation: a theoretical synthesis of semantic networks. Configuring in conditioning, S–R versus cognitive learning, normal forgetting, the amnestic syndrome, and the hippocampal arousal system, Psychological Review, 86, 44, 10.1037/0033-295X.86.1.44