@@ -15,7 +15,7 @@ For performance and memory consumption reasons a new layer has been added to Neo
1515In brief:
1616 * **neo.io ** is the user-oriented read/write layer. Reading consists of getting a tree
1717 of Neo objects from a data source (file, url, or directory).
18- When reading, all Neo objects are correctly scaled to the correct units.
18+ When reading, all Neo objects are scaled to the correct units.
1919 Writing consists of making a set of Neo objects persistent in a file format.
2020 * **neo.rawio ** is a low-level layer for reading data only. Reading consists of getting
2121 NumPy buffers (often int16/int64) of signals/spikes/events.
@@ -34,9 +34,9 @@ also available in :mod:`neo.io`.
3434
3535Possible uses of the :mod: `neo.rawio ` API are:
3636 * fast reading chunks of signals in int16 and do the scaling of units (uV)
37- on a GPU while scaling the zoom. This should improve bandwidth HD to RAM
38- and RAM to GPU memory.
39- * load only some small chunk of data for heavy computations. For instance
37+ on a GPU while scaling the zoom. This should improve bandwidth from HD/SSD to RAM
38+ and from RAM to GPU memory.
39+ * load only a small chunk of data for heavy computations. For instance
4040 the spike sorting module tridesclous _ does this.
4141
4242
@@ -114,7 +114,7 @@ Read signal chunks of data and scale them::
114114
115115
116116There are 3 ways to select a subset of channels: by index (0 based), by id or by name.
117- By index is unambiguous 0 to n-1 (included ), whereas for some IOs channel_names
117+ By index is unambiguous 0 to n-1 (inclusive ), whereas for some IOs channel_names
118118(and sometimes channel_ids) have no guarantees to
119119be unique. In such cases, using names or ids may raise an error.
120120
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