By Qiang Yu,Huajin Tang,Jun Hu,Kay Tan Chen
ISBN-10: 3319553089
ISBN-13: 9783319553085
The e-book formulates a scientific framework, from the elemental mathematical and computational tools in spike-based neural encoding, studying in either unmarried and multi-layered networks, to a close to cognitive point composed of reminiscence and cognition. because the mechanisms for integrating spiking neurons combine to formulate cognitive services as within the mind are little understood, reports of neuromorphic cognitive structures are urgently needed.
The issues lined during this e-book diversity from the neuronal point to the method point. within the neuronal point, synaptic variation performs a massive position in studying styles. to be able to practice higher-level cognitive services reminiscent of popularity and reminiscence, spiking neurons with studying talents are always built-in, construction a procedure with encoding, studying and reminiscence functionalities. The e-book describes those points in detail.
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Extra info for Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach (Intelligent Systems Reference Library)
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Neuromorphic Cognitive Systems: A Learning and Memory Centered Approach (Intelligent Systems Reference Library) by Qiang Yu,Huajin Tang,Jun Hu,Kay Tan Chen
by Jeff
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