Search Results for author: Karthik Srinivasan

Found 2 papers, 1 papers with code

Parallel Algorithms for Exact Enumeration of Deep Neural Network Activation Regions

no code implementations29 Feb 2024 Sabrina Drammis, Bowen Zheng, Karthik Srinivasan, Robert C. Berwick, Nancy A. Lynch, Robert Ajemian

Our work has three main contributions: (1) we present a novel algorithm framework and parallel algorithms for region enumeration; (2) we implement one of our algorithms on a variety of network architectures and experimentally show how the number of regions dictates runtime; and (3) we show, using our algorithm's output, how the dimension of a region's affine transformation impacts further partitioning of the region by deeper layers.

Efficient quantum algorithm for solving travelling salesman problem: An IBM quantum experience

1 code implementation28 May 2018 Karthik Srinivasan, Saipriya Satyajit, Bikash K. Behera, Prasanta K. Panigrahi

Here we propose a quantum algorithm to solve the travelling salesman problem using phase estimation technique.

Quantum Physics

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