| Burns T (2024) Semantically-correlated memories in a dense associative model. International Conference on Machine Learning. |
| Burns T & Tang R (2023) Detecting danger in gridworlds using Gromov's Link Condition. Transactions on Machine Learning Research, 11/2023, 1416. |
| Burns T & Fukai T (2023) Simplicial Hopfield networks. International Conference on Learning Representations. |
| Burns T, Haga T & Fukai T (2022) Multiscale and extended retrieval of associative memory structures in a cortical model of local-global inhibition balance. eNeuro, 9(3):0023-22.2022. |
| Burns T & Rajan R (2022) Temporal activity patterns of layer II and IV rat barrel cortex neurons in healthy and injured conditions. Physiological Reports, 10(4):e15155. |
| Burns T & Rajan R (2019) A mathematical approach to correlating objective spectro-temporal features of non-linguistic sounds with their subjective perceptions in humans. Frontiers in Neuroscience, 13:794. |
| Burns T, Benureau FCY & Tani J (2018) A Bergson-Inspired Adaptive Time Constant for the Multiple Timescales Recurrent Neural Network Model. Annual Conference of the Japanese Neural Network Society. |
| Burns T & Rajan R (2015) Combining complexity measures of EEG data: multiplying measures reveal previously hidden information. F1000Research, 4:137. |