ts2#
Task Suite 2: Neural Activity Prediction.
Co-smoothing probes spatial structure by reconstructing randomly masked neurons from the observed population; forecasting probes temporal dynamics by predicting the last 200 ms of each window from past activity. Both tasks are evaluated with Poisson D² and bits-per-spike. Splits use interleaved 5-minute blocks (40/20/40) rather than a strict causal split, reducing nonstationarity effects on neuron identity across long timescales.
Dataset for the IBL BrainWideBench benchmark. |
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Mixin enforcing the TS2 benchmark test contract. |
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Standardized evaluation Trainer for Task Suite 2 (neural prediction). |