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cs.LG2026
Learning Long-Range Dependencies with Temporal Predictive Coding
Tom Potter, Oliver Rhodes
Temporal Predictive Coding provides a layer-local, parallelisable mechanism for learning in recurrent systems, making it an attractive candidate for online local learning on neurom…
cs.LG2025
Predicting Price Movements in High-Frequency Financial Data with Spiking Neural Networks
Brian Ezinwoke, Oliver Rhodes
Modern high-frequency trading (HFT) environments are characterized by sudden price spikes that present both risk and opportunity, but conventional financial models often fail to ca…