Published in Frontiers in Computational Neuroscience, 2025
This paper is about how gamma oscillation effects the performance of low-rank SNNs.
Recommended citation: Li B, Zheng T, Otsuki R, et al. Neural oscillation in low-rank SNNs: bridging network dynamics and cognitive function[J]. Frontiers in Computational Neuroscience, 19: 1598138.
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Published in Advanced Biomedical Engineering, 2025
This paper is about the application of parallel reservoir computing to the prediction of local field potential.
Recommended citation: R. Otsuki, B. Li, M. Sugino, K. Shimba, K. Kotani, and Y. Jimbo, “Application of Parallel Reservoir Computing to the Prediction of Local Field Potential,” Advanced Biomedical Engineering, vol. 14, pp. 15–22, 2025, doi: 10.14326/abe.14.15.
Published in IEEJ Transactions on Electrical and Electronic Engineering, 2024
This paper is about the effect of noise in a heterogeneous neuronal population.
Recommended citation: Zheng T, Li B, Jimbo Y, et al. Noise Enhances Excitability of a Neuronal Population with Heterogeneous Excitatory Neurons[J]. IEEJ Transactions on Electrical and Electronic Engineering, 2024.
Published in IEEJ Transactions on Electronics Information and Systems, 2023
This paper is about how inhibitory and excitatory signaling effect the task performance of transferred SNNs differently.
Recommended citation: Li, B., Iguchi, R., Noyama, H., Zheng, T., Kotani, K., & Jimbo, Y. (2023). The Effects of Biological Constraints on the Performance of Spiking Neural Networks. IEEJ Transactions on Electronics, Information and Systems, 143(7), 634-640.