Sakyasingha Dasgupta

Hardware/Software Co-Exploration of Neural Architectures

Weiwen Jiang, Lei Yang, Edwin H.‐M. Sha et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 144 citations

Artificial Intelligence, Engineering, Machine Learning +19

Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start

Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 71 citations

Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction

Sakyasingha Dasgupta, Takayuki Osogami · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 69 citations · Full text

Engineering, Machine Learning, Autoencoders +17

Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization

P. L. Yu, Joon Sern Lee, Ilya Kulyatin et al. · arXiv (Cornell University) · 2019 · 63 citations · Full text

Artificial Intelligence, Portfolio Optimization, Engineering +15

Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation

Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta et al. · Information Sciences · 2014 · 51 citations · Full text

Bipedal Locomotion, Kinesiology, Engineering +11