Titlebook: Engineering Applications of Bio-Inspired Artificial Neural Networks; International Work-C José Mira,Juan V. Sánchez-Andrés Conference proce

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書(shū)目名稱Engineering Applications of Bio-Inspired Artificial Neural Networks讀者反饋




書(shū)目名稱Engineering Applications of Bio-Inspired Artificial Neural Networks讀者反饋學(xué)科排名

深陷

Taschenbuch der Hochfrequenztechnikdrite uses principles found in biology like active propagation and shaping of action potentials using active channels. A brief introduction in neurophysiology is given in order to explain the underlying mechanisms. The model is simulated in SPICE using models of conventional analogue electronic devices.

調(diào)色板

Using on-line arithmetic and reconfiguration for neuroprocessor implementation,paradigm is applied to the design of a neuroprocessor implementing multilayer perceptrons with on-chip training and pruning. All arithmetic operations are carried out with on-line operators. We also describe the principles of the hardware architecture, focusing in particular on the pruning mechanisms.

不適

An artificial dendrite using active channels,drite uses principles found in biology like active propagation and shaping of action potentials using active channels. A brief introduction in neurophysiology is given in order to explain the underlying mechanisms. The model is simulated in SPICE using models of conventional analogue electronic devices.

Hyperalgesia

Tarifvertrag zur Qualifizierung,to maintain, and some-times improve the generalisation results, while also constructing smaller networks. Further benchmarking on the Proben1 series of data sets is performed and the results compared to an optimised Cascade Correlation algorithm.

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The role of dynamic reconfiguration for implementing artificial neural networks models in programmaa Chip) offer an efficient alternative (both in terms of area and speed) for implementing hardware accelerators. After presenting the data flow associated with a serial arithmetic unit, we shall show how its dynamic implementation in the FIPSOC device is able to outperform systems realised in conventional programmable devices.