Complex Networks

Trending
New
Preprint
Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics featured image

Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics

Performance-dependent network evolution is applied to Wilson-Cowan neuronal dynamics, revealing compact reservoirs that generalize well and recover interpretable …

avatar
Dr. Manish Yadav
New
Preprint
Network structure-function relationship | New Preprint featured image

Network structure-function relationship | New Preprint

This project has been started to understand emergent structure-function relationship of evolving networks. Part-1: Performance-Dependent Network Evolution (PDNE) framework. I …

Trending
Evolution beats random chance: Performance-dependent network evolution for enhanced computational capacity featured image

Evolution beats random chance: Performance-dependent network evolution for enhanced computational capacity

Can evolution beat random chances? Our answer: Yes, we have a proof! 😃

avatar
Dr. Manish Yadav
Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data featured image

Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data

This study uses a data-driven approach to investigate how bifurcations can be learned from a few system response measurements.

avatar
Dr. Manish Yadav

Prof. Sudeshna Sinha

Prof. Sudeshna Sinha is a distinguished researcher in the field of nonlinear dynamics and complex systems at IISER Mohali, India. Our collaboration focuses coupled complex systems …

Prof. Manish Dev Shrimali

Prof. Manish Dev Shrimali is a distinguished researcher in the field of nonlinear dynamics and complex systems at Central University of Rajasthan (CURaj), India. Our collaboration …

Revival of oscillations via common environment

Study of revival of oscillations via common environment in networks of coupled oscillators.

avatar
Dr. Manish Yadav