From e1638570f5c09c6868fae11f5d2aba80324c857f Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 8 Apr 2026 10:52:10 -0500
Subject: Bib fix: Moskovitz + Crafton + Refinetti titles/venues corrected via
 WebSearch verification

Three more bibitems had hallucinated or wrong fields; verified correct versions
against openreview/arxiv/proceedings URLs.

- Moskovitz et al. 2018: was 'In NeurIPS, 2018' -> arXiv preprint 1812.06488
  (paper is arxiv-only, never published at NeurIPS). First name Ted -> Theodore.

- Crafton et al. 2019: title was 'Backpropagation through feedback alignment
  for deep learning in analog hardware' -> 'Direct feedback alignment with
  sparse connections for local learning'. Venue was 'ICASSP' -> 'Frontiers
  in Neuroscience, 13:525'. Third author Eric -> Evan Gebhardt.

- Refinetti et al.: year was 2023 -> 2021, 4th author Krzakala -> Goldt,
  title was 'Aligning residual pathways: normalization, scale, and feedback
  in deep networks' -> 'Align, then memorise: the dynamics of learning with
  feedback alignment'. Venue ICML (correct year 2021, not 2023).

All 12 bibitems now verified. Running total:
- Lillicrap 2016, Nokland 2016, Bartunov 2018, Launay 2020 verified via
  WebSearch this round (were already correct).
- Xiong 2020 bib sort key cleaned up earlier.
- Akrout 2019 title fixed earlier (Deep feedback control -> Deep learning
  without weight transport).
- Paleka 2026, O'Bray 2022, Jordan 2020 titles fixed earlier.
- Moskovitz + Crafton + Refinetti fixed this commit.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 paper/main.tex | 25 ++++++++++++-------------
 1 file changed, 12 insertions(+), 13 deletions(-)

(limited to 'paper/main.tex')

diff --git a/paper/main.tex b/paper/main.tex
index 5b772fd..a1c3bc9 100644
--- a/paper/main.tex
+++ b/paper/main.tex
@@ -242,24 +242,23 @@ Sergey Bartunov, Adam Santoro, Blake~A. Richards, Luke Marris, Geoffrey~E.
 
 \bibitem[Moskovitz et~al.(2018)Moskovitz, Litwin-Kumar, and
   Abbott]{moskovitz2018feedback}
-Ted~H. Moskovitz, Ashok Litwin-Kumar, and L.~F. Abbott.
+Theodore~H. Moskovitz, Ashok Litwin-Kumar, and L.~F. Abbott.
 \newblock Feedback alignment in deep convolutional networks.
-\newblock In {\em Advances in Neural Information Processing Systems}, 2018.
+\newblock {\em arXiv preprint arXiv:1812.06488}, 2018.
 
-\bibitem[Refinetti et~al.(2023)Refinetti, d'Ascoli, Ohana, and
-  Krzakala]{refinetti2023aligning}
-Maria Refinetti, St{\'e}phane d'Ascoli, Ruben Ohana, and Florent Krzakala.
-\newblock Aligning residual pathways: normalization, scale, and feedback in
-  deep networks.
-\newblock In {\em International Conference on Machine Learning}, 2023.
+\bibitem[Refinetti et~al.(2021)Refinetti, d'Ascoli, Ohana, and
+  Goldt]{refinetti2023aligning}
+Maria Refinetti, St{\'e}phane d'Ascoli, Ruben Ohana, and Sebastian Goldt.
+\newblock Align, then memorise: the dynamics of learning with feedback
+  alignment.
+\newblock In {\em International Conference on Machine Learning}, 2021.
 
 \bibitem[Crafton et~al.(2019)Crafton, Parihar, Gebhardt, and
   Raychowdhury]{crafton2019backpropagation}
-Brian Crafton, Abhinav Parihar, Eric Gebhardt, and Arijit Raychowdhury.
-\newblock Backpropagation through feedback alignment for deep learning in
-  analog hardware.
-\newblock In {\em International Conference on Acoustics, Speech, and Signal
-  Processing}, 2019.
+Brian Crafton, Abhinav Parihar, Evan Gebhardt, and Arijit Raychowdhury.
+\newblock Direct feedback alignment with sparse connections for local
+  learning.
+\newblock {\em Frontiers in Neuroscience}, 13:525, 2019.
 
 \bibitem[Xiong et~al.(2020)]{xiong2020layer}
 Ruibin Xiong, Yunchang Yu, et~al.
-- 
cgit v1.2.3

