147 citations · 702 across the 33 of their papers we have counts for
4 papers · 1 filter
Neural Distributed Autoassociative Memories: A Survey
V. I. Gritsenko, D. A. Rachkovskij, A. A. Frolov +3
Introduction. Neural network models of autoassociative, distributed memory allow storage and retrieval of many items (vectors) where the number of stored items can exceed the vecto…
Theory of the superposition principle for randomized connectionist representations in neural networks
E. Paxon Frady, Denis Kleyko, Friedrich T. Sommer
To understand cognitive reasoning in the brain, it has been proposed that symbols and compositions of symbols are represented by activity patterns (vectors) in a large population o…
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware
Denis Kleyko, E. Paxon Frady, Mansour Kheffache +1
We propose an approximation of Echo State Networks (ESN) that can be efficiently implemented on digital hardware based on the mathematics of hyperdimensional computing. The reservo…
Autoscaling Bloom Filter: Controlling Trade-off Between True and False Positives
Denis Kleyko, Abbas Rahimi, Ross W. Gayler +1
A Bloom filter is a simple data structure supporting membership queries on a set. The standard Bloom filter does not support the delete operation, therefore, many applications use…