rus
Issue #7-8/2020
S.Yu.Udovichenko, A.D.Pisarev, A.N.Busygin, A.N.Bobylev
Biomorphous neuroprocessor – prototype of a new generation computer being a carrier of artificial intelligence. Part 1
Biomorphous neuroprocessor – prototype of a new generation computer being a carrier of artificial intelligence. Part 1
DOI: 10.22184/1993-8578.2020.13.7-8.466.475
A biomorphic neuroprocessor implements a hardware impulse neural network for traditional information processing tasks, as well as for reproducing the work of the cortical column of the brain. The key nodes of the hardware neural network are the memory and logic matrices, developed on the basis of a new component of nanoelectronics –
a combined memristor-diode crossbar, which have a high integration of elements and energy efficiency compared to known neuroprocessors and separate matrices. The concept of a biomorphic neuroprocessor, a description of a neural network built on the basis of an original software model of a neuron and adapted to the hardware of the neuroprocessor, as well as nanotechnology for manufacturing a memristor-diode crossbar and the results of a study of its electrophysical properties are presented.
A biomorphic neuroprocessor implements a hardware impulse neural network for traditional information processing tasks, as well as for reproducing the work of the cortical column of the brain. The key nodes of the hardware neural network are the memory and logic matrices, developed on the basis of a new component of nanoelectronics –
a combined memristor-diode crossbar, which have a high integration of elements and energy efficiency compared to known neuroprocessors and separate matrices. The concept of a biomorphic neuroprocessor, a description of a neural network built on the basis of an original software model of a neuron and adapted to the hardware of the neuroprocessor, as well as nanotechnology for manufacturing a memristor-diode crossbar and the results of a study of its electrophysical properties are presented.
Теги: addition and routing of pulses associative self-learning biomorphic neuroprocessor combined memristor-diode crossbar current-voltage characteristic electrical and software biomorphic models of neurons generation of new knowledge hardware neural network magnetron sputtering method memory and logic matrices nanotechnology of fabrication аппаратная нейросеть ассоциативное самообучение биоморфный нейпроцессор вольт-амперная характеристика генерации нового знания запоминающая и логическая матрицы комбинированный мемристорно-диодный кроссбар метод магнетронного распыления нанотехнология изготовления сложение и маршрутизация импульсов электрическая и программная биоморфные модели нейрона
Biomorphous neuroprocessor – prototype of a new generation computer being a carrier of artificial intelligence. Part 1
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