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  • 2016
  • 5. 5 (Slides by Marc BolaƱos) Pingbo Pan, Zhongwen Xu, Yi Yang,Fei Wu,Yueting Zhuang Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning, CVPR 2016. (slideshare.net)
  • neurons
  • The results from this study suggest that continuous synaptic plasticity in both excitatory neurons and interneurons could play a critical role in the formation, stability, and maintenance of functional maps in the cortex. (frontiersin.org)
  • The spatial and temporal properties of a distributed pattern of neural activity in V1 with differentially tuned responses of individual neurons to features of visual space such as orientation, spatial frequency, and direction of motion were first recognized by Hubel and Wiesel (1962 , 1963 , 1968 , 2005) . (frontiersin.org)
  • Using microelectrodes and neuroanatomical tracers, they established that the neural activity of a population of neurons with such differentiation represented functional maps . (frontiersin.org)
  • In a traditional recurrent neural network, during the gradient back-propagation phase, the gradient signal can end up being multiplied a large number of times (as many as the number of timesteps) by the weight matrix associated with the connections between the neurons of the recurrent hidden layer. (danmackinlay.name)
  • Frontiers
  • Extending work published in ACM Computing Frontiers 2010 with on-chip testing, simulation results indicate the viability of SpiNNaker for large-scale neural modelling, while emphasizing the need for effective burst management and network mapping. (springer.com)
  • Simulation
  • This parallel multiprocessor employs an asynchronous event-driven model that uses interrupt-generating dedicated hardware on the chip to support real-time neural simulation. (springer.com)
  • models
  • Having established the viability of the system for real-time operation, we use two exemplar neural models to illustrate how to implement efficient event-handling service routines that mitigate the problem of burstiness in the traffic. (springer.com)
  • See Sequential Neural Models with Stochastic Layers . (danmackinlay.name)
  • system
  • Ultimately, the goal is the creation of a library-based development system that can translate a high-level neural model from any description environment into an efficient SpiNNaker instantiation. (springer.com)
  • The complete system represents a general-purpose platform that can generate an arbitrary neural network and run it with hardware speed and scale. (springer.com)
  • Decoding continuous hind limb joint angles from sensory recordings of neural system provides a feedback for closed-loop control of hind limb movement using functional electrical stimulation. (readbyqxmd.com)
  • Software for controlling processes in a heterogeneous semiconductor manufacturing environment may include a wafer-centric database, a real-time scheduler using a neural network, and a graphical user interface displaying simulated operation of the system. (google.com)
  • Analysis
  • Neural correlates of visuospatial bias in patients with left hemisphere stroke: a causal functional contribution analysis based on game theory, Neuropsychologia , epub ahead of print. (crossmodal-learning.org)
  • approach
  • SpiNNaker introduces a different approach, the "neuromimetic" architecture, that maintains the neural optimisation of dedicated chips while offering FPGA-like universal configurability. (springer.com)
  • However, from a practical point of view, it is not always the case that the neural network trajectories will approach a single equilibrium point that is the equilibrium point will be unstable. (hindawi.com)
  • Data
  • To analyse this phenomenon, the investigators use continuous glucose monitoring (CGM) and flash glucose monitoring (FGM) of diabetic patients and compare CGM-/FGM data of the last seven days prior to the consultation with the CGM-/FGM data of days 8-28 prior to the consultation. (clinicaltrials.gov)
  • memory
  • Previous studies have shown that there are many common structures between the neural network of pain and memory, and the main structure in the pain network is also part of the memory network. (readbyqxmd.com)
  • A memory cell is composed of four main elements: an input gate, a neuron with a self-recurrent connection (a connection to itself), a forget gate and an output gate. (danmackinlay.name)
  • Keywords
  • To challenge participants, sad mood was induced with keywords of personal negative life events in individuals with remitted depression [recurrent major depressive disorder (rMDD), n = and matched healthy controls (HCs, n = 30) during functional magnetic resonance imaging. (readbyqxmd.com)
  • variable
  • Becir, A., El-Orany, F.A.A., Wahiddin, M.R.B.: Continuous-variable quantum key distribution protocols with eight-state discrete modulation. (springer.com)