The NPUA has an Artificial Neural Network (ANN) block that uses Associative memoy Neural Networks like Bidirectional Associative Memory Neural Network (BAM-NN) and Hetero Associative memory Neural Network (HAM-NN). The performances of GPS/INS data integration are computed by using HAM-NN and ...
AssociativeNetworkTypes 1.Auto-associative:X=Y *Recognizenoisyversionsofapattern 2.Hetero-associativeBidirectional:X<>Y BAM=BidirectionalAssociativeMemory *Iterativecorrectionofinputandoutput AssociativeNetworkTypes(2)3.Hetero-associativeInputCorrecting:X<>Y *Inputcliqueisauto-associative=>repairsinputpatterns 4....
Although synaptic behaviours of memristors have been widely demonstrated, implementation of an even simple artificial neural network is still a great challenge. In this work, we demonstrate the associative memory on the basis of a memristive Hopfield network. Different patterns can be stored into the...
We discussed associative memory by departing from the classical scenario where short-term memory, or pattern recall, is expressed by a stationary distribution of network activity. Instead, the information is encoded in time-dependent activities observed during short periods. Several dynamical features are...
is proposed to account for learning nonlinear types of association. The model (denoted as the MF-BAM) is composed of two modules, the Multi-Feature extracting bidirectionalassociative memory(MF), which contains various unsupervised network layers, and a modified Bidirectional Associative Memory (BAM)...
The Face-Name Associative Memory Exam (FNAME) is a paired associative memory test created to detect memory deficits in individuals with preclinical Alzheimer’s disease (AD). Worse performance on FNAME in cognitively healthy individuals were found related to higher amyloid beta (Aβ) burden measure...
Anassociativememory network with spatiotemporal chaos control is investigated in this paper. 本文提出了一种具有时空混沌控制的联想记忆网络. 期刊摘选 The elements in anassociativecontainer are ordered and accessed by key. 关联容器的元素按键排序和访问. ...
Keywords. Associative memory; learning rule; linear programming. PACS Nos 87.10; 89.10; 89.80 1. Introduction" There has b~en much interest recently in the McCulloch-Pitts I-1] neural networks as models of associative memories. In the Hopfield 1-2] version of such a network, the main task...
Input-dependent learning rule for the memory of spatiotemporal sequences in hippocampal network with theta phase precession Wu, Z., Yamaguchi, Y.: Input-dependent learning rule for the memory of spatiotemporal sequences in hippocampal network with theta phase precession. Biol... Z Wu,Y Yamaguchi...
As a key oscillatory activity in the brain, thalamic spindle activities are long believed to support memory consolidation. However, their propagation characteristics and causal actions at systems level remain unclear. Using functional MRI (fMRI) and electrophysiology recordings in male rats, we found th...