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Recognizing Human Internal States: A Conceptor-Based Approach
[article]
2019
arXiv
pre-print
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Approaching this problem can be broken down into two questions: (1) what information, accessible to robots, can be used to recognize internal states, and (2) how can a system classify internal states such ...
In this paper we discuss these two questions in depth and propose a novel, conceptor-based classifier. ...
In approaching the problem of developing artificial systems able to recognize human internal states, there are two key questions which must be addressed: (1) what internal state information is available ...
arXiv:1909.04747v1
fatcat:3x5n5nqmg5frjkcoprslqgnbmy
Encoding And Decoding Dynamic Sensory Signals With Recurrent Neural Networks: An Application Of Conceptors To Birdsongs
[article]
2017
bioRxiv
pre-print
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Model performance on recognition tasks is investigated for an increasing number of syllables or songs to recognize and compared to state-of-the-art machine learning approaches. ...
In this work, we propose a model that describes a way to encode and decode sensory stimuli based on the activity patterns of multiple, recurrently connected neural populations with different receptive ...
It 34 states that internal representations are compared to current sensory input, resulting in a 35 difference signal [3] . ...
doi:10.1101/131052
fatcat:gk2lp2rgt5hhnn4ekxfntrefpq
Transfer between long-term and short-term memory using Conceptors
[article]
2020
arXiv
pre-print
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value from an input stream when a gate signal is on. e long-term component is modelled using conceptors in order to store inner temporal patterns (that corresponds to values). ...
We combine these two components to obtain a model where information can go from long-term memory to short-term memory and vice-versa and we show how standard operations on conceptors allow to combine long-term ...
Aperture adaptation Intuitively, the aperture of a conceptor controls the precision of the internal states representation. ...
arXiv:2003.11640v1
fatcat:pnybtxjs4ncdjhtyjcp4rzqv34
Controlling Recurrent Neural Networks by Conceptors
[article]
2017
arXiv
pre-print
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The human brain is a dynamical system whose extremely complex sensor-driven neural processes give rise to conceptual, logical cognition. ...
It becomes possible to learn, store, abstract, focus, morph, generalize, de-noise and recognize a large number of dynamical patterns within a single neural system; novel patterns can be added without interfering ...
, here is a summary account of the conceptor
approach:
From neural dynamics to conceptors. ...
arXiv:1403.3369v3
fatcat:4gaiy3cikvervdjvsmp47b2byy
The Scientific Movement of State Islamic University of Imam Bonjol Padang
2019
Jurnal Madania
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Then, these three sources act together as the basis of knowledge to create benefits for humanity. ...
Hence, a qualitative method is used to gather data by using documentation and interview. In addition, a focus group discussion was employed to get valid information. ...
The data sources in this study are documents, conceptors, and managers of Imam Bonjol Padang State Islamic University. ...
doi:10.29300/madania.v23i1.1750
fatcat:lyoqfmvo7nfllhrhzngzuxk3we
Multidimensional Neural-Like Growing Networks - A New Type of Neural Network
2015
International Journal of Advanced Computer Science and Applications
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human body and basic blocks and functions of electronic brains of intelligent systems and robots. ...
The present paper describes a new type of neural networks -multidimensional neural-like growing networks. ...
The result is a virtual personality, artificial robot VITROM, which perceives knowledge, thinks, learns, recognizes a human being having "seen" the image of his face in the video camera.
B. ...
doi:10.14569/ijacsa.2015.060401
fatcat:itupdy5y2bde5fvjfb3dhjc66m
Learning to Parse Grounded Language using Reservoir Computing
2019
2019 Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)
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This ability enables the architecture to not rely only on the words recognized by a speech recognizer, but to process the sub-word level directly. ...
We argue that such ability is key to guide linguistic generalization in a grounded architecture. ...
One of the interesting approaches that has come out of this line of work is Reservoir Computing-based models, and in particular Echo State Networks (ESN) [9] - [11] . ...
doi:10.1109/devlrn.2019.8850718
dblp:conf/icdl-epirob/HinautS19
fatcat:dqqovaogy5g7jp6vpnv3nnqxuu
World Bank Growth Report: Assessment and Extension
2009
Social Science Research Network
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ABSTRACT While significant advances in human wellbeing have been achieved over the past century, great numbers of the extremely poor around the world are in continuing danger of falling in absolute terms-a ...
As a further consideration, the complementary Discretionary-Power Principle of Justice for negotiating and accepting human recapitalization (i.e., increasing education, skills, health, etc.) around the ...
., et. al. (1997) Human well being and economic goals. Washington, DC: Island Press. 84 th Western Economic Association Conference 29 June -3 July 2009 in Vancouver ...
doi:10.2139/ssrn.1380656
fatcat:7yse62meuzgjdeu22pzjbijxmm
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
[article]
2019
arXiv
pre-print
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2017 pre-print arXiv:1710.02913v1 fatcat:zv6wulsdjbeird6vh7o4dyhlmu
For this purpose, we present a comprehensive overview on a number of key types of neural networks that include feed-forward, recurrent, spiking, and deep neural networks. ...
Next-generation wireless networks must support ultra-reliable, low-latency communication and intelligently manage a massive number of Internet of Things (IoT) devices in real-time, within a highly dynamic ...
The architecture of the conceptor ESN-based prediction approach is based on the ESN model specified in Subsection III-A3. ...
arXiv:1710.02913v2
fatcat:kljn2evlwba4fha4lpwxjpv4yu
Managing Sustainable Microfinance Institutions In The Covid-19 Situation Through Revitalizing Balinese Cultural Identity
2021
Quality - Access to Success
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This is based on cultural identity having a strategic role in microfinance institutions in Bali. ...
The results show that responsive leadership is the leading force in dealing with the Covid-19 problem from an internal approach. ...
All that we say a lot of thanks. ...
doi:10.47750/qas/22.184.17
fatcat:lgwlu3wbkrbobpk3y5atclz2de
Proceedings of the Workshop on Social Robots in Therapy: Focusing on Autonomy and Ethical Challenges
[article]
2018
arXiv
pre-print
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Typical work in RAT is performed using remote controlled robots; a technique called Wizard-of-Oz (WoZ). The robot is usually controlled, unbeknownst to the patient, by a human operator. ...
Robot-Assisted Therapy (RAT) has successfully been used in HRI research by including social robots in health-care interventions by virtue of their ability to engage human users both social and emotional ...
ACKNOWLEDGMENTS This research was partially supported by Fondazione Salus Pueri with a grant from "Progetto Sociale 2016" by Fondazione CARIPARO. ...
arXiv:1812.07613v1
fatcat:oyhvdod7pbfndioyckehl5qiuq
Collaboration In Developing Islamic Micro Finance Institutions (IMFs) Based On Financial Technology
2021
At-tijaroh: Jurnal Ilmu Manajemen dan Bisnis Islam
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, owners, mentors and the community (pentahelix) by analyzing the development strategy of Islamic cooperatives with fintech collaboration with the pentahelix approach by interpretative structural modeling ...
system, so that its development can provide benefits to users, one of which is influenced by the use of Ammana.id's. this is an Islamic fintech which is also assisted by other actors such as regulators, conceptors ...
In Law 25 of 1992 it is stated that what is meant by cooperatives is a business entity whose members are individuals or a cooperative legal entity based on its activities based on the principles of cooperatives ...
doi:10.24952/tijaroh.v7i2.4442
fatcat:ebsstufgrnhq5c222gkjnikukq
THE ONLINE DISPUTE RESOLUTION IN PANCASILA'S FRAME
2021
Jurnal Pembaharuan Hukum
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Method The approach used in this research is normative juridical. ...
Online Dispute Resolution is a solution in resolving problems outside the court where online dispute resolution is an appropriate solution to resolve online trade disputes, the settlement must apply Pancasila ...
169 kinship and mutual cooperation, these principles is a reflection of Pancasila values leading to basic values which are the elaboration of the same spirit and within the limits allowed by these basic ...
doi:10.26532/jph.v8i2.15906
fatcat:rv552xzxefb5zhlhusbv3ohjwy
NETWORK RESEARCH IN LAW: CURRENT SCHOLARSHIP IN REVIEW
2019
Humanities & Social Sciences Reviews
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Main findings: The comprehensive review conducted by this study recognized that the origin, evolution, and development of network studies of law have been in line with the mainstream of network analysis ...
Based on the dual understandings, a "thinking in networks" approach that attacks the traditional yet still prevalent "thinking in states" approach in law, especially in international law, has been formulated ...
Based on this focus, these legal actors are rigorously analyzed by network approaches in various forms. ...
doi:10.18510/hssr.2019.7561
fatcat:s3fty4rj7balvc22c3cd3eiuy4
Intellectual Capital Accounting Indicators
2012
Procedia Economics and Finance
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capital) based paradigma. ...
It is obviously a shifting from plutocratic concept of possessing to a gnosiocratic human determined value added growth model, whereby intellective / cognitive (episteme, logos) and agentive (praxis, techne ...
In fact entrepreneurs could be divided into perceptors, conceptors, converters and distributors of intellectual capital based innovation and invention processes. ...
doi:10.1016/s2212-5671(12)00032-9
fatcat:ihdiy2pl6nclbbcvjhqieqng6i
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