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.

IBLBrainWideBenchTS2

Dataset for the IBL BrainWideBench benchmark.

TS2TestMixin

Mixin enforcing the TS2 benchmark test contract.

TS2EvalTrainer

Standardized evaluation Trainer for Task Suite 2 (neural prediction).