A faithful PyTorch reimplementation of the on-line sequence machine from my PhD work (University of Manchester, 2005), benchmarked against modern sequence models (LSTM, Transformer) and a dense-memory baseline, twenty years later.
spiking-neural-networks neuromorphic associative-memory sparse-distributed-memory continual-learning sequence-learning rank-order-coding kanerva
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Updated
Jul 2, 2026 - Python