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An ultra-low power neural spike sorting technique for implantable, multi-channel neural implant is proposed. It involves spiking neural network (SNN) with binary weights as an energy and area efficient classifier, along with a suitable frontend for spike encoding of the recorded neuro-potential. The proposed scheme employs two step training to implement supervised learning for the classifier, in order...
Magnetic nano-particles have been used in biological assays for bio-sensing applications [1]. A wide variety of biological species — such as cells, proteins, antibodies, pathogens, toxins, and DNA — can be labeled by attaching them to magnetic nano-beads (fig. 1). Magnetic nano-particles are non-toxic, stable, non-reactive (in most biological assays) and scalable, and hence, can be highly useful for...
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