Sreedhar S. Kumar

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 5

Top Topics

Robotic Control

Function Approximators

Reinforcement Learning

Neuronal Networks

Top Venues

Frontiers Neuroinformatics

Publications

Sreedhar S. Kumar, Tobias Gänswein, Alessio P. Buccino, Xiaohan Xue, Julian Bartram, Vishalini Emmenegger, Andreas Hierlemann
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study. Frontiers Neuroinformatics 16 (2022)
Payam S. Shabestari, Alessio P. Buccino, Sreedhar S. Kumar, Alessandra Pedrocchi, Andreas Hierlemann
A modulated template-matching approach to improve spike sorting of bursting neurons. BioCAS (2021)
Jan M. Wülfing, Sreedhar S. Kumar, Joschka Boedecker, Martin A. Riedmiller, Ulrich Egert
Adaptive long-term control of biological neural networks with Deep Reinforcement Learning. Neurocomputing 342 (2019)
Jan Wülfing, Sreedhar S. Kumar, Joschka Boedecker, Martin A. Riedmiller, Ulrich Egert
Controlling biological neural networks with deep reinforcement learning. ESANN (2018)
Sreedhar S. Kumar, Jan Wülfing, Samora Okujeni, Joschka Boedecker, Martin A. Riedmiller, Ulrich Egert
Autonomous Optimization of Targeted Stimulation of Neuronal Networks. PLoS Comput. Biol. 12 (8) (2016)
Jacopo Tessadori, Daniele Venuta, Valentina Pasquale, Sreedhar S. Kumar, Michela Chiappalone
Encoding of Stimuli in Embodied Neuronal Networks. Living Machines (2013)
Pasquale Palumbo, Pierdomenico Pepe, Jude D. Kong, Sreedhar S. Kumar, Simona Panunzi, Andrea De Gaetano
Regulation of the Human Plasma Glycemia by Means of Glucose Measurements and Subcutaneous Insulin Administration. ICONS (2013)