Memristor-based multilayer neural networks with online gradient descent training
Learning in multilayer neural networks (MNNs) relies on continuous updating of large
matrices of synaptic weights by local rules. Such locality can be exploited for massive …
matrices of synaptic weights by local rules. Such locality can be exploited for massive …
Bioinspired programming of memory devices for implementing an inference engine
Cognitive tasks are essential for the modern applications of electronics, and rely on the
capability to perform inference. The Von Neumann bottleneck is an important issue for such …
capability to perform inference. The Von Neumann bottleneck is an important issue for such …
On-chip universal supervised learning methods for neuro-inspired block of memristive nanodevices
Scaling down beyond CMOS transistors requires the combination of new computing
paradigms and novel devices. In this context, neuromorphic architecture is developed to …
paradigms and novel devices. In this context, neuromorphic architecture is developed to …
A VLSI circuit emulation of chemical synaptic transmission dynamics and postsynaptic DNA transcription
S Alam, SMR Hasan - IEEE Transactions on Very Large Scale …, 2015 - ieeexplore.ieee.org
Chemical synaptic transmission dynamics in the mammalian wetware control the activities of
a living creature. During this cascading process, biological information is transferred from …
a living creature. During this cascading process, biological information is transferred from …
Bioinspired neuromorphic module based on carbon nanotube/C60/polymer composite
It is extremely challenging to imitate neural networks with their high-speed parallel signal
processing, low power consumption, and intelligent learning capability. In this work, we …
processing, low power consumption, and intelligent learning capability. In this work, we …
Delay generator using a programmable resistor based on a phase-change material
S Manan, B De Salvo - US Patent 9,015,094, 2015 - Google Patents
A delay generator comprises at least one programmable resistor R PCM made of a
chalcogenide-based phase-change material, said resistor R PCM being initialized, so as to …
chalcogenide-based phase-change material, said resistor R PCM being initialized, so as to …
Analysis of CMOS inhibitory synapse with varying neurotransmitter concentration, reuptake time and spread delay
SG Pradyumna, SS Rathod - 2015 19th International …, 2015 - ieeexplore.ieee.org
Biologically-realistic synapses serve the role of computation, modification and
communication, which makes it an important pillar of spike-based neuron model. Various …
communication, which makes it an important pillar of spike-based neuron model. Various …
[引用][C] О новой технологии вычислений в машинном обучении
ВН Шац - НЕЙРОИНФОРМАТИКА-2015, 2015 - elibrary.ru
О новой технологии вычислений в машинном обучении КОРЗИНА ПОИСК НАВИГАТОР
ЖУРНАЛЫ КНИГИ ПАТЕНТЫ ПОИСК АВТОРЫ ОРГАНИЗАЦИИ КЛЮЧЕВЫЕ СЛОВА …
ЖУРНАЛЫ КНИГИ ПАТЕНТЫ ПОИСК АВТОРЫ ОРГАНИЗАЦИИ КЛЮЧЕВЫЕ СЛОВА …