columnformers.bib

@article{Achterberg2023,
    Author = {Achterberg, Jascha and Akarca, Danyal and Strouse, DJ and Duncan, John and Astle, Duncan E},
    Title = {Spatially embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings},
    Journal = {Nature Machine Intelligence},
    Year = {2023},
    Pages = {1--13},
}

@article{Doshi2023,
    Author = {Doshi, Fenil R and Konkle, Talia},
    Title = {Cortical topographic motifs emerge in a self-organized map of object space},
    Journal = {Science Advances},
    Year = {2023},
    Volume = {9},
    Number = {25},
    Pages = {eade8187},
    DOI = {10.1126/sciadv.ade8187}
}

@article{Finzi2023,
    Author = {Dawn Finzi and Eshed Margalit and Kendrick Kay and Daniel L. K. Yamins and Kalanit Grill-Spector},
    Title = {A single computational objective drives specialization of streams in visual cortex},
    Journal = {bioRxiv},
    Year = {2023},
    DOI = {10.1101/2023.12.19.572460}
}

@misc{Hinton2022,
    Title = {The Robot Brains Season 2 Episode 22},
    Howpublished = {\url{https://www.therobotbrains.ai/who-is-geoff-hinton-part-two}},
    Author = {Hinton, Geoffrey},
    Year = {2022},
}

@misc{Karpathy2023,
    Title = {Introduction to Transformers},
    Howpublished = {\url{https://youtu.be/XfpMkf4rD6E?si=AM9AWDegUaFB7KCe}},
    Author = {Andrej Karpathy},
    Year = {2023},
}

@article{Lu2023,
    Author = {Lu, Zejin and Doerig, Adrien and Bosch, Victoria and Krahmer, Bas and Kaiser, Daniel and Cichy, Radoslaw M and Kietzmann, Tim C},
    Title = {End-to-end topographic networks as models of cortical map formation and human visual behaviour: moving beyond convolutions},
    Journal = {arXiv preprint arXiv:2308.09431},
    Year = {2023},
    DOI = {10.48550/arXiv.2308.09431}
}

@article{Margalit2023,
    Author = {Margalit, Eshed and Lee, Hyodong and Finzi, Dawn and DiCarlo, James J and Grill-Spector, Kalanit and Yamins, Daniel LK},
    Title = {A Unifying Principle for the Functional Organization of Visual Cortex},
    Journal = {bioRxiv},
    Year = {2023},
    Pages = {2023--05},
    DOI = {10.1101/2023.05.18.541361}
}

@article{Pang2023A,
    Author = {Pang, James C and Aquino, Kevin M and Oldehinkel, Marianne and Robinson, Peter A and Fulcher, Ben D and Breakspear, Michael and Fornito, Alex},
    Title = {Geometric constraints on human brain function},
    Journal = {Nature},
    Year = {2023},
    Pages = {1--9},
}

@article{Peng2023,
    Author = {Peng, Bo and Alcaide, Eric and Anthony, Quentin and Albalak, Alon and Arcadinho, Samuel and Cao, Huanqi and Cheng, Xin and Chung, Michael and Grella, Matteo and GV, Kranthi Kiran and others},
    Title = {RWKV: Reinventing RNNs for the Transformer Era},
    Journal = {arXiv preprint arXiv:2305.13048},
    Year = {2023},
}

@article{Pogodin2021,
    Author = {Pogodin, Roman and Mehta, Yash and Lillicrap, Timothy and Latham, Peter E},
    Title = {Towards biologically plausible convolutional networks},
    Journal = {Advances in Neural Information Processing Systems},
    Year = {2021},
    Volume = {34},
    Pages = {13924--13936},
}

@article{Sabour2017,
    Author = {Sabour, Sara and Frosst, Nicholas and Hinton, Geoffrey E},
    Title = {Dynamic routing between capsules},
    Journal = {Advances in neural information processing systems},
    Year = {2017},
    Volume = {30},
}

@inproceedings{Velickovic2018,
    Author = {Veli{\v{c}}ković, Petar and Cucurull, Guillem and Casanova, Arantxa and Romero, Adriana and Liò, Pietro and Bengio, Yoshua},
    Title = {Graph Attention Networks},
    Booktitle = {International Conference on Learning Representations},
    Year = {2018},
}

@article{Zhai2021,
    Author = {Zhai, Shuangfei and Talbott, Walter and Srivastava, Nitish and Huang, Chen and Goh, Hanlin and Zhang, Ruixiang and Susskind, Josh},
    Title = {An attention free transformer},
    Journal = {arXiv preprint arXiv:2105.14103},
    Year = {2021},
}