Closed-form Continuous-time Neural Networks
On 10 Feb, 2023 By admin 0 Comments
November, 2022
Abstract
Neural and Evolutionary Computing
Liquid Time-constant Networks
On 10 Feb, 2023 By admin 0 Comments
June, 2020
Abstract
Intelligent Systematic Investment Agent: an ensemble of deep learning and evolutionary strategies
On 18 Dec, 2022 By admin 0 Comments
Hamiltonian Monte Carlo Particle Swarm Optimizer
On 28 Jun, 2022 By admin 0 Comments
June, 2022
Abstract
Can stable and accurate neural networks be computed? -- On the barriers of deep learning and Smale's 18th problem
On 31 Mar, 2022 By admin 0 Comments
GEMA: An open-source Python library for self-organizing-maps
On 26 Mar, 2022 By admin 0 Comments
March, 2022
Abstract
Deep Convolutional Autoencoder for Assessment of Anomalies in Multi-stream Sensor Data
On 16 Feb, 2022 By admin 0 Comments
February, 2022
Abstract
A fully convolutional autoencoder is developed for the detection of anomalies in multi-sensor vehicle drive-cycle data from the powertrain domain. Preliminary results collected on real-world powertrain data show that the reconstruction error of faulty drive cycles deviates significantly relative to the reconstruction of healthy drive cycles using the trained autoencoder. The results demonstrate applicability for identifying faulty drive-cycles, and for improving the accuracy of system prognosis and predictive maintenance in connected vehicles.
In-Datacenter Performance Analysis of a Tensor Processing Unit
On 26 Apr, 2017 By admin 0 Comments
Norman P. Jouppi, Cliff Young, Nishant Patil, David Patterson, Gaurav Agrawal, Raminder Bajwa, Sarah Bates, Suresh Bhatia, Nan Boden, Al Borchers, Rick Boyle, Pierre-luc Cantin, Clifford Chao, Chris Clark,Jeremy Coriell, Mike Daley, Matt Dau, Jeffrey Dean, Ben Gelb, Tara Vazir Ghaemmaghami, Rajendra Gottipati, William Gulland, Robert Hagmann, C.
One-Shot Imitation Learning
On 23 Apr, 2017 By admin 0 Comments
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba
March 2017
Abstract:
Learning to Generate Reviews and Discovering Sentiment
On 23 Apr, 2017 By admin 0 Comments
Alec Radford, Rafal Jozefowicz, Ilya Sutskever
April, 2017
Abstract: