Employing a Multiple Associative Memory Model for Temporal Sequence Reproduction

Associative Memory Retrieval and Temporal Sequence Reproduction using Hysteretic Neurons with Graded Response and Time Delay

Neural Associative Memory for Dual-Sequence Modeling

Many important NLP problems can be posed as dual-sequence or sequence-tosequence modeling tasks. Recent advances in building end-to-end neural architectures have been highly successful in solving such tasks. In this work we propose a new architecture for dual-sequence modeling that is based on associative memory. We derive AM-RNNs, a recurrent associative memory (AM) which augments generic recu...

A Morphological Associative Memory Employing A Stored Pattern Independent Kernel Image and Its Hardware Model

An associative memory provides a convenient way for pattern retrieval and restoration, which has an important role for handling data distorted with noise. As an effective associative memory, we paid attention to a morphological associative memory (MAM) proposed by Ritter. The model is superior to ordinary associative memory models in terms of calculation amount, memory capacity, and perfect rec...

Associative memory model with temporal spike coding and active dendrite.

We propose a neuron model whose internal state is integrated on a two dimensional phase space composed of time and dendritic space. Here, the postsynaptic potential is given as a curved surface on the phase space. Using the proposed neuron model, we introduce a continuous-time associative memory model with spike propagation delay and multiple synaptic sites on the dendrite. We show by numerical...

Associative memory and the medial temporal lobes.

Associative recognition and recall depend on structures in the medial temporal lobes (MTLs). There is disagreement about whether associative memory is functionally heterogeneous, whether it is functionally distinct from intra-item associative memory and how the MTLs contribute to this kind of memory. Despite an increase in research on associative memory, work has lacked a theoretical framework ...