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Recognizing Human Internal States: A Conceptor-Based Approach [article]

Madeleine Bartlett, Daniel Hernandez Garcia, Serge Thill, Tony Belpaeme
2019 arXiv   pre-print
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]

Richard Gast, Patrick Faion, Kai Standvoss, Andrea Suckro, Brian Lewis, Gordon Pipa
2017 bioRxiv   pre-print
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]

Anthony Strock, Nicolas Rougier (Mnemosyne, LaBRI, IMN), Xavier Hinaut
2020 arXiv   pre-print
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]

Herbert Jaeger
2017 arXiv   pre-print
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

Eka Putra Wirman
2019 Jurnal Madania  
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

Vitaliy Yashchenko
2015 International Journal of Advanced Computer Science and Applications  
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

Xavier Hinaut, Michael Spranger
2019 2019 Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)  
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

Thomas E. Chamberlain
2009 Social Science Research Network  
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]

Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, and Mérouane Debbah
2019 arXiv   pre-print
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  
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]

Pablo G. Esteban, Daniel Hernández García, Hee Rin Lee, Pauline Chevalier, Paul Baxter, Cindy L. Bethel, Jainendra Shukla, Joan Oliver, Domènec Puig, Jason R. Wilson, Linda Tickle-Degnen, Madeleine Bartlett, Tony Belpaeme, Serge Thill (+20 others)
2018 arXiv   pre-print
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

Elida Elfi Barus
2021 At-tijaroh: Jurnal Ilmu Manajemen dan Bisnis Islam  
, 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

Kasmudin Harahap
2021 Jurnal Pembaharuan Hukum  
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

Shisong Jiang
2019 Humanities & Social Sciences Reviews  
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

Dimitrios G. Mavridis, Konstantinos I. Vatalis
2012 Procedia Economics and Finance  
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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