Local connectivity and convolutional networks

Get Complete Project Material File(s) Now! » Boltzmann distribution density models Besides auto-encoders, decoder networks and encoder-decoder networks (Section 2.2.2), another commonly used neural network for unsupervised feature learning is the restricted Boltzmann machine (RBM) [Smolensky, 1986]. An RBM is...

Building a mental representation of space – processes and neural substrates

Get Complete Project Material File(s) Now! » Reference frame manipulations Spatial navigation is an active process that requires the accurate and dynamic representation of our location, which is given by the combination of both external (allothetic) and self-motion (idiothetic) cues....

Ecosystems as the new locus of innovation

Get Complete Project Material File(s) Now! » LITERATURE REVIEW Introduction Our focus is on the relationship between the ecosystem and the multi-partners’ project in the context of systemic disruptive innovation dynamics. How to manage innovation and align partners in such...

Quantization and regression-type methods for MDPs. Application to market making and Mckean-Vlasov control problems

Get Complete Project Material File(s) Now! » Training points design We discuss here the choice of the training measure and the sets (􀀀n)n=0;:::;N􀀀1 used to compute the numerical approximations in Regression Monte Carlo and Quantization. Two cases are considered in...

Coordination in a Human-Agent Teamwork using Natural Language Communication 

Get Complete Project Material File(s) Now! » Characteristics of collaborative work A number of research activities in recent years have offered insights into the collaborative work. Some of the important properties of collaborative works are as follows: • Transition between...

Simulation Validation on Stator Currents Issued from a Coupled Magnetic Circuits Modeling Approach 

Get Complete Project Material File(s) Now! » Failures occurrence frequency, origins, and consequences The distribution of the aforementioned failures within the machine subassemblies is reported in many reliability surveys [2, 20] and are provided in Fig. 1.2. Depending on the...

Believability of virtual players

Get Complete Project Material File(s) Now! » Believability of virtual players Powerful anti-cheat systems, as well as entertaining and engaging NPCs and virtual players, are some of the features that make the suc-cess of a video game. However, since the...

Robust Subgaussian Estimation of a Mean Vector in Nearly Linear Time 

Get Complete Project Material File(s) Now! » Thorough introduction on the robust mean vector estima-tion problem Estimating the mean of a random variable in a d-dimensional space when given some of its realizations is arguably the oldest and most fundamental...

Analog Spatio-Temporal Interpolation of Sea Level Anomalies from Altimeterderived Data 

Get Complete Project Material File(s) Now! » Global and local analogs The global analog strategy is the direct application of the introduced analog forecasting strategies to the entire state vector. We also introduce a local analog forecasting operator. For a...

Non-uniformly distributed data in networks of neural cliques 

Get Complete Project Material File(s) Now! » Hopeld Neural Networks - memorize information Since the neocortex operation relies on associations between concepts, articial neural networks for associative memory are also proposed. The concept of associative memory is introduced in Section...