Data-Structures for Multisensory Information Processing in an Embodied Machine-Mind

被引:2
作者
Banerjee, Romi [1 ,2 ]
Pal, Sankar K. [1 ]
机构
[1] Indian Stat Inst, Ctr Soft Comp Res, Kolkata 700108, India
[2] Univ Calcutta, Dept Comp Sci & Engn, Kolkata 7000098, India
关键词
Autonomous mental development; data-structures; embodied cognition; generally intelligent man-machine systems; multimodal information processing; self-conscious systems; thinking machines; REPRESENTATION; INTEGRATION; BRAIN; EPIGENETICS; KNOWLEDGE; MODEL; TIME;
D O I
10.1109/TCDS.2018.2816744
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The real-world is a medley of multisensory information and so are our experiences, memories, and responses. As embodied beings, we respond to the information endogenously and in ways derived from self-defining factors. Thus inspired, we attempt formalization of data-structures to facilitate generation of system-bespoke comprehension-granules of the real-world. The conceptualized structures encapsulate multisensory inputs (sourced from the real-world or memories), intrinsic and deliberate emotions, messages (bearing intermittent process-results, queries, multimodal data, etc.) across system modules and memory units, and sensorimotor responses to the inputs. The structural-schematics are anthropomorphic. These variable-length constructs are theoretically platform-independent, support genericity across data-modality and information-inclusion, and provide for representation of novel sensory-data. An epigenome-styled header node for the afferent data-units provides for the activation of intuitive "fight-flight" behavior. The documentation includes a flow-graph, depicting the translation of information across the data-structures and the different ways of thinking while interpreting a real-world scene or a mind-generated event. Applicability of the structures has been analyzed in the context of comprehension in an embodied mind-machine framework and other similar architectures. Studies herein target contribution to the design of generally intelligent man-machine symbiotic systems.
引用
收藏
页码:726 / 737
页数:12
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