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我們還需要康德的先驗概念嗎?
從心理學和神經科學重新檢視康德的時空概念

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作        者 張復

作者簡介 張復2013 年從中研院資訊科學所退休,專長為:認知科學、機器學習、模式識別、生物資訊學。著有短篇小說集《高塔》(九歌)、《二○○一:洄游之旅》(印刻)。

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參考資料

高斯(Carl Friedrich Gauss)

黎曼(Georg Riemann)

[1] Kant I (1998). Critique of Pure Reason (translated and edited by Guyer P and Wood AW, Cambridge University Press).

[2]O’Keefe JA and Nadel L (1978). The Hippocampus as a Cognitive Map (New York: Oxford University Press).

[3] Tolman EC (1948). Cognitive maps in rats and men. Psychological Review, 55(4): 189-208.

[4]Ranck JB (1984). Head-direction cells in the deep layers of dorsal presubiculum in freely moving rats. Society for Neuroscience Abstract 10: 599.

[5] O'Keefe J and Burgess N (1996). Geometric determinants of the place fields of hippocampal neurons. Nature 381(6581): 425–428.

[6] Hafting T, Fyhn M, Molden S, Moser MB, and Moser EI (2005). Microstructure of a spatial map in the entorhinal cortex. Nature 436(7052): 801–806.

[7] Sutton RS and Barto AG (1998). Reinforcement Learning: An Introduction (Cambridge, MIT Press).

[8] Schultz W, Dayan P, Montague PR (1997). A neural substrate of prediction and reward. Science 275: 1693-1599.

[9] Montague PR et al. (2013) Computational Psychiatry. Trends in Cognitive Sciences 16(1): 72–80.

[10] Morris RGM (1981). Spatial localisation does not depend on the presence of local cues. Learning and Motivation 12: 239-260.

[11] Foster DJ, Morris RGM, and Dayan P (2000). A model of hippocampally dependent navi-gation, using the temporal difference learning rule. Hippocampus 10: 1-16.

[12] Kropff E and Treves A (2008). The emergence of grid cells: Intelligent design or just adap-tation? Hippocampus 18: 1256–1269.

[13] Moser EI et al. (2014). Grid cells and cortical representation. Nature Reviews Neuroscience 15: 466-481.

[14] Sheynikhovich D et al. (2005). Spatial representation and navigation in a bio-inspired robot. Wermter W et al. (Eds.): Biomimetic Neural Learning, LNAI 3575: 245–264, Springer-Verlag Berlin Heidelberg.

[15] Strösslin T et al. (2005) Robust self-localisation and navigation based on hippocampal place cells. Neural Networks 18: 1125–1140.

[16] Arleo A, Smeraldi F, Gerstner W (2004) Cognitive navigation based on nonuniform Gabor space sampling, unsupervised growing networks, and reinforcement learning. IEEE Transac-tions on Neural Networks 15: 639–651.