Rank Order Temporal Spike Encoder converting continuous multi-dimensional sensory features into exact millisecond spike arrival sequences.
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Updated
Sep 9, 2026 - Python
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rank-order-coding
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Rank Order Temporal Spike Encoder converting continuous multi-dimensional sensory features into exact millisecond spike arrival sequences.
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Updated
Sep 9, 2026 - Python
Temporal Coding as a Substrate for Sensorimotor Object Inference: A Spiking Reinterpretation of Thousand Brains Architecture
neuroscience computational-neuroscience cognitive-science spiking-neural-networks monty neuromorphic object-recognition sensorimotor temporal-coding thousand-brains rank-order-coding
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May 21, 2026 - Python
Spiking sequence machines and transformers paper. Formal equivalence between spiking sequence machines and transformers · Phase-Latency Isomorphism · arXiv:2605.00662 · University of Manchester PhD thesis 2007
transformers computational-neuroscience cognitive-science spiking-neural-networks arxiv neuromorphic attention-mechanism sdm sequence-learning positional-encoding theoretical-ml rank-order-coding
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Jun 17, 2026 - Python
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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Jul 2, 2026 - Python
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