Arvind Murugan
- Temporal Contrastive Learning through implicit non-equilibrium memory
2023/12/29 by Martin Falk, Adam T. Strupp, Falk, Martin J. +5 · 5 citations
Computer Science · Neuroscience · Engineering · #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Advanced Memory and Neural Computing
- Temporal pattern recognition through analog molecular computation
2018/10/05 by Jackson O’Brien, Arvind Murugan, O'Brien, Jackson +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Molecular Junctions and Nanostructures #Biosensors and Analytical Detection
- A minimal scenario for the origin of non-equilibrium order
2024/05/17 by Riccardo Ravasio, Kabir Husain, Ravasio, Riccardo +11 · 3 citations
Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #FOS: Biological sciences #FOS: Physical sciences #Molecular Networks (q-bio.MN) #Philosophy and History of Science #Populations and Evolution (q-bio.PE) #Statistical Mechanics (cond-mat.stat-mech)
- Learning dynamical behaviors in physical systems
2024/06/12 by Rituparno Mandal, Rosalind Huang, Mandal, Rituparno +11 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Model Reduction and Neural Networks #Neural Networks and Applications #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Time Series Analysis and Forecasting
- Renormalization group flows in gauge-gravity duality
2016/10/11 by Arvind Murugan, Murugan, Arvind · 1 citation
Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Particle physics theoretical and experimental studies
- Non-Convex Optimization by Hamiltonian Alternation
2022/06/28 by Anuj Apte, Kunal Marwaha, Apte, Anuj +3 · 1 citation
Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
- Curiosity-driven search for novel non-equilibrium behaviors
2022/11/04 by Martin J Falk, F. Roach, Falk, Martin J. +5 · 1 citation
Computer Science · Neuroscience · #Nonlinear Dynamics and Pattern Formation #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Decoding molecular distributional codes through collective instabilities
2026/07/22 by Mason N. Rouches, Dongyang Li, Michael B. Elowitz +1
#physics.bio-ph