List of works - Kazuyuki Aihara

Acetylcholine-mediated top-down attention improves the response to bottom-up inputs by deformation of the attractor landscape

scientific article published on 07 October 2019

Autoreservoir computing for multistep ahead prediction based on the spatiotemporal information transformation

scientific article published on 11 September 2020

Chaotic dynamics as a mechanism of rapid transition of hippocampal local field activity between theta and non-theta states

scientific article published on 01 November 2019

Combining multiple forecasts for multivariate time series via state-dependent weighting

scientific article published on 01 March 2019

Comparing catch-up vaccination programs based on analysis of 2012-13 rubella outbreak in Kawasaki City, Japan

scientific article published on 14 August 2020

Electrical coupling controls dimensionality and chaotic firing of inferior olive neurons

scientific article published on 30 July 2020

Forecasting high-dimensional dynamics exploiting suboptimal embeddings

scientific article published on 20 January 2020

Human photoplethysmogram through the Morse graph: Searching for the saddle point in experimental data

scientific article published on 01 April 2019

Identifying pre-disease signals before metabolic syndrome in mice by dynamical network biomarkers

scientific article published on 24 June 2019

On the limits of probabilistic forecasting in nonlinear time series analysis II: Differential entropy.

scientific article published on August 2017

Partial cross mapping eliminates indirect causal influences

scientific article published on 26 May 2020

Quantifying pluripotency landscape of cell differentiation from scRNA-seq data by continuous birth-death process

scientific article published on 13 November 2019

Randomly distributed embedding making short-term high-dimensional data predictable

article published in the Proceedings of the National Academy of Sciences of the United States of America

Reconstructing bifurcation diagrams only from time-series data generated by electronic circuits in discrete-time dynamical systems

scientific article published on 01 January 2020

Reliable target ligand detection by noise-induced receptor cluster formation