Relevant Publications

G. Kowadlo, A. Ahmed, and D. Rawlinson, AHA! an ‘Artificial Hippocampal Algorithm’ for Episodic Machine Learning, 2019

D. Rawlinson, A. Ahmed, and G. Kowadlo, “Learning distant cause and effect using only local and immediate credit assignment”, 2018

D. Rawlinson, A. Ahmed, and G. Kowadlo, “Sparse Unsupervised Capsules Generalize Better,” 2018.

D. Rawlinson and G. Kowadlo, “Computational neuroscience offers hints for more general machine learning,” in International Conference on Artificial General Intelligence, 2017, pp. 123–132. [Slides]

D. Rawlinson and G. Kowadlo, “Generating adaptive behaviour within a memory-prediction framework”, PLoS One, vol. 7, no. 1, 2012.

Literature Collection

We’ve curated a set of research papers that cover the biology and artificial simulation of general intelligence, plus relevant areas in machine learning. These papers have influenced and guided our thinking and provide biological support for some of the algorithms. You can browse our selection by accessing our public Mendeley group.