Epstein Secrets

e eee eee 255 13.4 Knowledge Representation via Attractor Neural Networks ................... 256 HOUSE_OVERSIGHT_012913 xviii Contents 13.4.1 The Hopfield neural net model ..............0..0 022 e eee 256 13.4.2 Knowledge Representation via Cell Assemblies .................2.05- 257 13.5 Neural Foundati

tive pattern recognition as well as static pattern recognition. Audition likely utilizes a similar hierarchy. Olfaction may use something more like a Hopfield attractor neural network, as described in Chapter 13. The networks corresponding to different sense modalities have multiple cross-linkages, more at

ems due to the lack of a more structured high-level cognitive architecture. e LIDA [BF09] is a comprehensive cognitive architecture heavily based on Bernard Baars’ “Global Workspace Theory”. It articulates a “cognitive cycle” integrating various forms of memory and intelligent processing in a single processing

FTA00623877 102 5 A Generic Architecture of Human-Like Cognition touch and smell (the latter being better modeled as something like an asymmetric Hopfield net, prone to frequent chaotic dynamics ILIAV*051) - these may also cross-connect with each other and with the more hierarchical perceptual subnetw

of as a moment of cognition, a cognitive "moment"." 4.5.8 The Global Workspace LIDA is heavily based on the "global workspace" concept developed by Bernard Baars. As this concept is also directly relevant to CogPrime it is worth briefly describing here. In essence Baars' Global Workspace Theory (GWT) is a pa

RSIGHT_013017 102 5 A Generic Architecture of Human-Like Cognition touch and smell (the latter being better modeled as something like an asymmetric Hopfield net, prone to frequent chaotic dynamics [LLW~05]) — these may also cross-connect with each other and with the more hierarchical perceptual subnetwork

of as a moment of cognition, a cognitive "moment"." 4.5.8 The Global Workspace LIDA is heavily based on the “global workspace” concept developed by Bernard Baars. As this concept is also directly relevant to CogPrime it is worth briefly describing here. In essence Baars’ Global Workspace Theory (GWT) is a par