fly_dsi — FLYVISION tuning op

資料種類:signaltable

呼叫: import fullseye as fs; fs.ledger.fly_dsi(responses, angles_deg)(要直接呼叫實作,import flyvision; flyvision.fly_dsi(responses, angles_deg);從台帳取用則 opsflyvision.get("fly_dsi"))

用法

> 該運算子的說明尚無譯文,以下照原文給出。

Direction-selectivity index and preferred direction from tuning responses.

A vector sum on the circle::

DSI = |sum_k r_k exp(i theta_k)| / (sum_k r_k + 1e-9)

preferred = angle(sum_k r_k exp(i theta_k))

where `r_k >= 0` is the response to a stimulus moving at angle

`theta_k = angles_deg[k]` (negatives clipped to 0).

responses: a 1-D array of responses, one per direction.

angles_deg: the stimulus directions in degrees, same length.

Returns a dict `{"dsi": float, "pref_deg": float} with pref_deg` in

`[-180, 180]`.

Ground truth: a response at a single direction gives `dsi == 1`; an isotropic

response over directions evenly spanning the circle gives `dsi == 0` (pinned

in the tests).

Raises `ValueError`: a non-1-D / empty / non-finite *responses* or

*angles_deg*, mismatched lengths, an array over :data:MAX_SIGNAL_POINTS, and

an all-zero *responses* (no direction tuning to report).

參考(範例資料・文獻)

• 範例資料目錄(下載 URL / 授權) —— 2-D 用 skimage.data(BSD/公有領域)加合成圖,3-D 給出真實資料源(Stanford/PDS 等)的下載 URL。

• 運算子來歷與參考文獻 —— 該運算子族所依據的研究/方法出處。

• 演算法的正典(作者・年份)與用途見上面的族使用指南

可執行的範例(實際呼叫該運算子並已驗證的樣例)

poc_fly_visionpy -3.11 examples/poc_fly_vision.py

型別可銜接的下一個運算子(可接受 table 作為輸入)

fly_hex_resample · fly_hs_readout

同類別(tuning)


*Provenance: flyvision.py — FLYVISION 運算子登記表。本條目由 tools/opdocs.py md 自動產生(請勿手動編輯)。*

© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.