Bidirectional associative memories

By Bart Kosko. 1988

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Citations in the corpus

Structural Synaptic Plasticity Has High Memory Capacity and Can Explain Graded Amnesia, Catastrophic Forgetting, and the Spacing Effect (2014, background): “As such models are computationally very demanding, in particular, when simulating longer time intervals in the range of months to years, it is more favorable to use simple iterative extensions of one-step retrieval [27,63,66,67]) that can still mimic many relevant properties of the realistic models.”
Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication (2018, background): “In particular, a class of two-layer heteroassociative neural networks, known as the BAM type of neural networks, has been introduced and studied in [8].”
DNN-based stochastic postfilter for HMM-based speech synthesis (2014, methodology): “The difference between synthesised and natural spectra is then modeled by the BBAM in the high-order space.”
Synchronization and pattern separation in spiking associative memories and visual cortical areas (2004, background): “by bidirectional, iterative, or spiking retrievals [107, 160, 171, 89], and an early attempt to use sparse matrices efficiently was not very promising [14].”
Nonlinear neural networks: Principles, mechanisms, and architectures (1988, methodology): “Kosko and Guest (in press) have described optical implementations for this procedure, and Kosko (1987) has used the symmetrized additive model to discuss minimization of fuzzy entropy.”
Incubation, insight, and creative problem solving: a unified theory and a connectionist model. (2010, unknown): “model complexity (Kosko, 1988).”
Linear Transformers Are Secretly Fast Weight Programmers (2021, background): “…memory can be found in numerous works since Hebb’s informal rule (Hebb, 1949) and its more concrete formal variants (Steinbuch, 1961; Steinbuch & Piske, 1963; Kohonen, 1972; Palm, 1980) including Hopﬁeld networks (Hopﬁeld, 1982; Little, 1974) and bi-directional associative nets (Kosko, 1988).”