Specialized Representations Review in Visual Cortex : A Role for Binding ?

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On the Binding Problem in Artificial Neural Networks (2020, background): “Several mechanisms have been proposed that range from static binding using conjunction cells (Ghose and Maunsell, 1999) to dynamic information routing through dedicated circuitry (Olshausen et al., 1993; Zylberberg et al., 2010) or attention using common location tags (Reynolds and Desimone, 1999;…”
The time dimension for scene analysis (2005, background): “An issue often cited as a problem for the oscillatory correlation representation concerns how a synchronized code is decoded in a later processing stage (see [48]).”
Dynamical principles in neuroscience (2006, background): “However, there is still criticism of the temporal binding hypothesis Ghose and Maunsell, 1999; Riesenhuber and Poggio, 1999 .”
Synchronization and pattern separation in spiking associative memories and visual cortical areas (2004, background): “, [154, 188, 191, 192, 51, 165, 150, 193, 168, 199, 187, 194, 148, 56, 163, 167, 59, 147, 205]) actually corresponds to a whole family of related problems.”
A Multimodal Connectionist Architecture for Unsupervised Grounding of Spatial Language (2014, background): “Alternatively, we could represent the features in the activity of a population of neurons distributed within and across levels of the cortical hierarchy as the distributed representation [8], although some authors have raised the question whether the combinatorial explosion is really a problem [10].”