204 citations · 414 across the 37 of their papers we have counts for
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Signal Reconstruction via H-infinity Sampled-Data Control Theory: Beyond the Shannon Paradigm
Yutaka Yamamoto, Masaaki Nagahara, Pramod P. Khargonekar
This paper presents a new method for signal reconstruction by leveraging sampled-data control theory. We formulate the signal reconstruction problem in terms of an analog performan…
Computational Modeling of Channelrhodopsin-2 Photocurrent Characteristics in Relation to Neural Signaling
Roxana A. Stefanescu, R. G. Shivakeshavan, Pramod P. Khargonekar +1
Channelrhodopsins-2 (ChR2) are a class of light sensitive proteins that offer the ability to use light stimulation to regulate neural activity with millisecond precision. In order…
Fast SVM training using approximate extreme points
Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi
Applications of non-linear kernel Support Vector Machines (SVMs) to large datasets is seriously hampered by its excessive training time. We propose a modification, called the appro…