Ali Marjaninejad

Affiliations: 
University of Southern California, Los Angeles, CA, United States 
Area:
Machine Learning, Robotics, Neuroscience, Signal Processing, Biomedical Engineering
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"Ali Marjaninejad"
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Publications

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Berry JA, Marjaninejad A, Valero-Cuevas FJ. (2023) Edge Computing in Nature: Minimal pre-processing of multi-muscle ensembles of spindle signals improves discriminability of limb movements. Frontiers in Physiology. 14: 1183492
Marjaninejad A, Klaes C, Valero-Cuevas FJ. (2021) Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 5850-5855
Urbina-Melendez D, Wang J, Wang D, et al. (2021) Estimating Center of Pressure of a Bipedal Mechanism Using a Proprioceptive Artificial Skin around its Ankles. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 4522-4528
Hagen DA, Marjaninejad A, Loeb GE, et al. (2021) : A Bio-Inspired Machine Learning Approach to Estimating Posture in Robots Driven by Compliant Tendons. Frontiers in Neurorobotics. 15: 679122
Marjaninejad A, Urbina-Melendez D, Valero-Cuevas F. (2020) Simple Kinematic Feedback Enhances Autonomous Learning in Bio-Inspired Tendon-Driven Systems. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4687-4693
Marjaninejad A, Tan J, Valero-Cuevas F. (2020) Autonomous Control of a Tendon-driven Robotic Limb with Elastic Elements Reveals that Added Elasticity can Enhance Learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4680-4686
Marjaninejad A, Urbina-Meléndez D, Cohn BA, et al. (2019) Autonomous Functional Movements in a Tendon-Driven Limb via Limited Experience. Nature Machine Intelligence. 1: 144-154
Marjaninejad A, Berry JA, Valero-Cuevas FJ. (2018) An Analytical Approach to Posture-Dependent Muscle Force and Muscle Activation Patterns. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 2068-2071
Marjaninejad A, Annigeri R, Valero-Cuevas FJ. (2018) Model-Free Control of Movement in a Tendon-Driven Limb via a Modified Genetic Algorithm. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 1767-1770
Marjaninejad A, Taherian B, Valero-Cuevas FJ. (2017) Finger movements are mainly represented by a linear transformation of energy in band-specific ECoG signals. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 986-989
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