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19 papers · 1 filter
Full-density multi-scale account of structure and dynamics of macaque visual cortex
Maximilian Schmidt, Rembrandt Bakker, Kelly Shen +4
We present a multi-scale spiking network model of all vision-related areas of macaque cortex that represents each area by a full-scale microcircuit with area-specific architecture.…
A unified framework for information integration based on information geometry
Masafumi Oizumi, Naotsugu Tsuchiya, Shun-ichi Amari
We propose a unified theoretical framework for quantifying spatio-temporal interactions in a stochastic dynamical system based on information geometry. In the proposed framework, t…
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data
Guoxu Zhou, Qibin Zhao, Yu Zhang +3
With the increasing availability of various sensor technologies, we now have access to large amounts of multi-block (also called multi-set, multi-relational, or multi-view) data th…
Effects of hidden nodes on network structure inference
Haiping Huang
Effects of hidden nodes on inference quality of observed network structure are explored based on a disordered Ising model with hidden nodes. We first study analytically small syste…
Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting
Anh-Huy Phan, Petr Tichavsky, Andrzej Cichocki
CANDECOMP/PARAFAC (CPD) approximates multiway data by sum of rank-1 tensors. Our recent study has presented a method to rank-1 tensor deflation, i.e. sequential extraction of the r…
Inter-stimulus Interval Study for the Tactile Point-pressure Brain-computer Interface
Kensuke Shimizu, Shoji Makino, Tomasz M. Rutkowski
The paper presents a study of an inter-stimulus interval (ISI) influence on a tactile point-pressure stimulus-based brain-computer interface's (tpBCI) classification accuracy. A no…