Zobrazeno 1 - 10
of 198
pro vyhledávání: '"Shukla, Nikhil A."'
Probabilistic bit (p-bit)-based compute engines utilize the unique capability of a p-bit to probabilistically switch between two states to solve computationally challenging problems. However, when solving problems that require more than two states (e
Externí odkaz:
http://arxiv.org/abs/2403.06436
Big data applications are on the rise, and so is the number of data centers. The ever-increasing massive data pool needs to be periodically backed up in a secure environment. Moreover, a massive amount of securely backed-up data is required for train
Externí odkaz:
http://arxiv.org/abs/2310.18375
The rich non-linear dynamics of the coupled oscillators (under second harmonic injection) can be leveraged to solve computationally hard problems in combinatorial optimization such as finding the ground state of the Ising Hamiltonian. While prior wor
Externí odkaz:
http://arxiv.org/abs/2310.09322
Nonlinear dynamical systems such as coupled oscillators are being actively investigated as Ising machines for solving computationally hard problems in combinatorial optimization. Prior works have established the equivalence between the global minima
Externí odkaz:
http://arxiv.org/abs/2301.07601
The Ising model provides a natural mapping for many computationally hard combinatorial optimization problems (COPs). Consequently, dynamical system-inspired computing models and hardware platforms that minimize the Ising Hamiltonian, have recently be
Externí odkaz:
http://arxiv.org/abs/2211.05365
Dynamical systems can offer a novel non-Boolean approach to computing. Specifically, the natural minimization of energy in the system is a valuable property for minimizing the objective functions of combinatorial optimization problems, many of which
Externí odkaz:
http://arxiv.org/abs/2209.07571
The intrinsic energy minimization in dynamical systems offers a valuable tool for minimizing the objective functions of computationally challenging problems in combinatorial optimization. However, most prior works have focused on mapping such dynamic
Externí odkaz:
http://arxiv.org/abs/2207.09618
The equivalence between the natural minimization of energy in a dynamical system and the minimization of an objective function characterizing a combinatorial optimization problem offers a promising approach to designing dynamical system-inspired comp
Externí odkaz:
http://arxiv.org/abs/2206.05907
Autor:
Mallick, Antik, Zhao, Zijian, Bashar, Mohammad Khairul, Alam, Shamiul, Islam, Md Mazharul, Xiao, Yi, Xu, Yixin, Aziz, Ahmedullah, Narayanan, Vijaykrishnan, Ni, Kai, Shukla, Nikhil
Realizing compact and scalable Ising machines that are compatible with CMOS-process technology is crucial to the effectiveness and practicality of using such hardware platforms for accelerating computationally intractable problems. Besides the need f
Externí odkaz:
http://arxiv.org/abs/2205.14729
Autor:
Jun, Soyeong, Shukla, Nikhil A., Durm, Greg, Hui, Angela B., Cao, Sha, Ganti, Apar Kishor, Jabbour, Salma K., Kunder, Christian, Alizadeh, Ash A., Hanna, Nasser H., Diehn, Maximilian
Publikováno v:
In Journal of Thoracic Oncology October 2024 19(10):1427-1437
