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authorYurenHao0426 <blackhao0426@gmail.com>2026-01-13 23:49:05 -0600
committerYurenHao0426 <blackhao0426@gmail.com>2026-01-13 23:49:05 -0600
commitcd99d6b874d9d09b3bb87b8485cc787885af71f1 (patch)
tree59a233959932ca0e4f12f196275e07fcf443b33f /files/data_io/encoders/base_encoder.py
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+import numpy as np
+import torch
+
+class BaseEncoder:
+ """Abstract base class for all encoders."""
+ def encode(self, data: np.ndarray) -> torch.Tensor:
+ """
+ Convert static data (e.g., image, waveform) into spike tensor (T, input_dim).
+ """
+ raise NotImplementedError