Jyotiranjan Beuria
PulseAugur coverage of Jyotiranjan Beuria — every cluster mentioning Jyotiranjan Beuria across labs, papers, and developer communities, ranked by signal.
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Chern-Simons context reservoirs show task-specific advantage in computation
Researchers have explored the potential of Chern-Simons (CS) context reservoirs as a computational substrate, investigating whether evolving their gauge connection offers advantages over simpler memory mechanisms. The s…
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New reservoir computing methods leverage soft robotics and quantum principles
Researchers are exploring advanced methods for reservoir computing, a technique used in temporal learning. One paper introduces a way to co-optimize soft robotic reservoirs by matching their dynamics to high-performing …
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New cognitive swarm agent architecture uses Bloch-type memory for self-healing coordination
Researchers have developed a novel cognitive swarm agent architecture that utilizes a Bloch-type perceptual memory system to enhance self-healing coordination. This non-Markovian model integrates a slow regulatory state…