some fixes

Author: JulianGoeltz

GUTbib.bib

@@ -6060,6 +6060,7 @@ @article{hodgkin1952quantitative
   volume        = 117,
   number        = 4,
   pages         = {500--544},
+  doi           = {https://doi.org/10.1113/jphysiol.1952.sp004764},
   issn          = {0022-3751},
   pmcid         = {PMC1392413},
   pmid          = 12991237
@@ -6389,12 +6390,13 @@ @report{IEA2025EnergyAI
 }
 
 @book{ifrah2001universal,
-  title         = {The universal history of computing: From the abacu s to the quantum computer},
+  title         = {The universal history of computing: From the abacus to the quantum computer},
   author        = {Ifrah, Georges},
   year          = 2001,
   month         = aug,
   publisher     = {John Wiley \& Sons},
-  address       = {Nashville, TN}
+  address       = {Nashville, TN},
+  isbn          = {0-471-39671-0}
 }
 
 @article{illing2019biologically,
@@ -10199,14 +10201,15 @@ @article{monaco2024neurodynamical
   keywords      = {Artificial intelligence,Artificial Intelligence,Computational neuroscience,Dynamical systems,Embodied cognition,Perceptual control theory,Robotics}
 }
 
-@incollection{montufar2014number,
-  title         = {{On the number of linear regions of deep neural networks}},
-  author        = {Guido Mont\'{u}far and Razvan Pascanu and Kyunghyun Cho and Yoshua Bengio},
+@inproceedings{montufar2014number,
+  title         = {On the Number of Linear Regions of Deep Neural Networks},
+  author        = {Mont\'{u}far, Guido and Pascanu, Razvan and Cho, Kyunghyun and Bengio, Yoshua},
   year          = 2014,
-  booktitle     = {NIPS'14 Proceedings of the 27th international conference on neural information processing systems - volume 2\,;\,Montreal, Quebec, Canada, December 8th-13th},
-  publisher     = {MIT Press},
-  address       = {Cambridge, MA},
-  pages         = {2924--2932}
+  booktitle     = {Advances in Neural Information Processing Systems},
+  publisher     = {Curran Associates, Inc.},
+  volume        = 27,
+  pages         = {},
+  url           = {https://proceedings.neurips.cc/paper_files/paper/2014/file/fa6f2a469cc4d61a92d96e74617c3d2a-Paper.pdf}
 }
 
 @article{moore1965cramming,