DISSEMINATION EVENTS
Plan4Act
Due to the interdisciplinary nature of Plan4Act, the project exploits a strong international and interdisciplinary cross-fertilization between different fields (including basic science, cognitive neuroscience, physics, biology, computer science, robotics, computational neuroscience, embodied AI, informatics, and bioengineering).
As consequence of this interdisciplinary nature, this has the effect to come to a huge number of different audiences:
- Scientific community
- Welfare-technological research
- Embedded FPGA systems for neural computation
- End-user organizations (in regards of AAL users)
- Suppliers Industries (electronics)
- Policy makers
- General Public
To achieve this, Plan4Act’s partners have attended and participated in many different types of events, which are detailed below.
It has to be mentioned that 2020, due to unprecendent COVID 19 health crisis, the majority of events were totally cancelled. And besides some of them were organized online, the truth is that it has been a very difficult and challenging year in all the aspects, in proffesional but also in a personal perspective for all the team conforming Plan4act project.
Partners Conference Participation
In total, partners assisted to 21 conferences during the 4 years of duration of the project. All these conferences were for scientific community public.
| Conference | Summary | Date | Location | Partner | Details of the Event (Website, any other…) | |
|---|---|---|---|---|---|---|
| BrainDisC PhD Conference | 29/07/2017 | Freiburg, Germany | UGOE | |||
| Robotic technology for the elderly and the disabled, 29th Thai Medical Device Conference | It is a full day conference for medical devices and technology for the elderly and the disabled | 03/08/2017 | Bangkok, Thailand | SDU | ||
| XXI Congreso Argentino de Bioingeniería y X Jornadas de Ingeniería Clínica, SABI | The invited conference was related to Plan4Act general information, aims, impacts, and approach. | 25/10/2017 | Cordoba, Argentina | UPM | http://sabi2017.cim.unc.edu.ar/ | |
| Society for Neuroscience Annual Meeting | Symposium on neural control of movement at world largest neuroscience conference | 14/11/2017 | Washington DC | DPZ | Introduction to neurophysiology of proactive motor planning | |
| 23rd International Symposium on Artificial Life and Robotics | 16/01/2018 | Beppu, Japan | UGOE | |||
| Primate NeurobiologyMeeting | 13/03/2018 | Göttingen, Germany | DPZ | Details of WP1-related content | ||
| Geneva Health Forum, (GHF)2018 | The presentation was part of an invited talk and was related to Plan4Act general information, aims, impacts, and approach. | 10/04/2018 | Geneva, Switzerland | UPM | http://ghf2018.g2hp.net/ | |
| Annual meeting of the Society for the neural control of movement (NCM) Meeting 2018 | Largest international meeting on the neural control of movement | 03/05/2018 | Santa Fe, NM | DPZ | https://ncm-society.org/meeting-history/ | |
| Segundas Jornadas Internacionales en Gestión de Tecnologías Médicas | The presentation was part of an invited talk and was related to Plan4Act general information, aims, impacts, and approach. . | 09/05/2018 | Tucumán, Argentina | UPM | http://msptucuman.gov.ar/ii-jornadas-internacionales-de-gestion-de-tecnologias-medicas/ | |
| 10th Biomedicat Engineering Conference (BMECON-2o18) | The conference is intended to provide an international forum where researchers, practitioners, and professionals interested in the advances in, and applications of, biomedical engineering can exchange the latest research, results, and ideas in these areas through presentation and discussion | 01/06/2018 | Bangkok, Thailand | SDU | http://www.scibase.kmutnb.ac.th/bmecon2018/?cont=Program | |
| RoboCluster@AUTOMATICA: Robot Conference | A half day conference to discuss about recent robotic technology in Denmark and Germany | 17/06/2018 | Munich, Germany | SDU | ||
| The 22nd International Computer Science and Engineering Conference (ICSEC 2018) | It is is the premier forum for the presentation of technological advances and research results in the fields of Computer Science, Computer Engineering, Information Technology, and Emerging Intelligent Technology. | 22/11/2018 | Chiang Mai, Thailand | SDU | https://www.icsec2018.org/speakers | |
| ICONIP 2018 : The 25th International Conference on Neural Information Processing | The conference provides a high-level international forum for scientists, engineers, and educators to present the state of the art of research and applications in neural information processing and related fields | 13/12/2018 | Siem Reap, Cambodia | SDU | https://conference.cs.cityu.edu.hk/iconip/ | |
| IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) | The presentation was part of an invited talk for the IEEE Women in Engineering (WIE) and was related to Plan4Act general information, aims, impacts, and approach. | 19/05/2019 | Chicago, USA | UPM | https://www.bhi-bsn-2019.org/bhi/ | |
| Annual meeting of the Society for the neural control of movement (NCM) Meeting 2019 | Largest international meeting on the neural control of movement | 23/05/2019 | Toyama, Japan | DPZ | https://ncm-society.org/meeting-history/ | |
| Center for Vision Research (CVR) annual conference 2019 | Conference on the importance of predictive coding, here: sequential action planning | 12/06/2019 | Toronto, Canada | DPZ | http://www.cvr.yorku.ca/conference2019 | |
| CRCNS Meeting | Keynote about electrophysiology in freely moving animals | 03/09/2019 | Austin, TX, USA | DPZ | https://grantome.com/grant/NSF/IIS-1938015 | |
| The academic congress on medical devices, technologies, services and general healthcare | The conference provides state of the art of technology for healthcare and ageing society. Project General Information and Details of WP2/WP3-related content | 07/10/2019 | Bangkok, Thailand | SDU | ||
| Society for Neuroscience Annual Meeting | Symposium on neural control of movement at world largest neuroscience conference Introduction to neurophysiology of proactive motor planning | 20/10/2019 | Chicago, Il, USA | DPZ | ||
| Los avances de la ingeniería biomédica y biomedicina y sus implicaciones en el mundo de la salud: El cerebro. | Disertation on plan4act project and advances by Giussepe Fico | 06/03/2020 | Madrid – Spain | UPM | https://eventos.upm.es/47054/detail/los-avances-de-la-ingenieria-biomedica-y-biomedicina-y-sus-implicaciones-en-el-mundo-de-la-salud.html | |
| The 5th RSU National and International Research Conference on Science and Technology, Social Sciences, and Humanities 2020, Thailand, 01.05.2020 | Public Lecture: Human-Robot Interaction for Medical Robotics. Project General Information and Details of WP3-related content | 05/01/2020 | Bangkok, Thailand | SDU | https://rsucon.rsu.ac.th |
Workshops
In total 24 participation in workshops have been achieved.
| Name of Event | Summary | Date | Location | Partner | Main Results | Details of the Event (Website, any other…) |
|---|---|---|---|---|---|---|
| GTPN Course on Primate Neurobiology Methods | Course on novel approaches in research with non-human primates, here: wireless technology | 09/03/2017 | Göttingen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act | |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 03/04/2017 | Göttingen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act | |
| Building neural circuits for bio-inspired bodies, 3rd Japan-EU Workshop on Neurorobotics & the International Symposium “Building Bodies for Brains & Brains for Bodies” | The 3rd Japan-EU Workshop on Neurorobotics is a whole day workshop on brain-inspired robotics. | 15/06/2017 | Geneva, Switzerland | SDU | ||
| Advanced Course in Computational Neuroscience | 2-day workshop on computational neuroscience about decoding of action plans from cortical activity | 05/09/2017 | Göttingen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act | |
| TBSI Wireless Workshop, Satellite Event of Society for Neuroscience Annual Meeting | Special workshop on wireless recording in NHP at world largest neuroscience conference | 13/11/2017 | Washington DC | DPZ | Introduction to wireless technology as needed for SmartCage control | |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 28/11/2017 | Göttingen, Germany | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | |
| M3 (Monkey Methods Meeting), University of Tübingen | Special workshop on methodological advances in NHP research; here: wireless neurophysiology | 12/03/2018 | Tübingen, Germany | DPZ | Details of methodological aspects of WP1 presented | |
| 2nd VISTEC Data Science workshop | It is a full day seminar on Data Science, Robotics, and AI for the future and welfare | 27/03/2018 | Bangkok, Thailand | SDU | http://www.vistec.ac.th/news/detail.php?mid=W036&id=110 | |
| Wissenschaft im Dialog, Deutsches Primatenzentrum | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | 19/05/2018 | Göttingen, Germany | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | |
| Bernstein Workshop | It is a part of BCCN conference which is the largest annual Computational Neuroscience conference in Europe attracting an international audience from across the world. | 25/09/2018 | Berlin, Germany | UGOE | Project General Information and Details of WP2/WP3-related content | Christian Tetzlaff, Daniel Miner, Jorgen Larsen http://www.bernstein-conference.de |
| Bernstein Workshop | It is a part of BCCN conference which is the largest annual Computational Neuroscience conference in Europe attracting an international audience from across the world. | 26/09/2018 | Berlin, Germany | SDU | Project General Information and Details of WP2/WP3-related content | Christian Tetzlaff, Daniel Miner, Jorgen Larsen |
| INRC Meeting | Seminar talk on adaptive neuronal networks to control robotic platforms | 30/09/2018 | Reykjavik, Island | UGOE | WP2-related content on adaptive networks | |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 25/10/2018 | Göttingen, Germany | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | https://www.primtrain.eu/en/homepage/events/detail/event/felasa-laboratory-animal-science-course-on-primates.html |
| Mini-Symposium on Theory of Neuromorphic Computing | Seminar Talk on the usage of neuromorhic hardware for control problems | 13/12/2018 | Heidelberg | UGOE | WP2-related content on adaptive networks for control | |
| Cognitive Computing – Merging Concepts with Hardware | Talk on the usage of neuromorhic hardware for control problems | 19/12/2018 | Hannover | UGOE | WP2-related content on adaptive networks for control | http://www.cognitive-comp.org/ |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 16/05/2019 | Göttingen, Germany | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | https://www.primtrain.eu/en/homepage/events/detail/event/felasa-laboratory-animal-science-course-on-primates.html |
| Mini-Symposium on Theory of Adaptive Network Dynamics | Seminar Talk on adaptive dynamics in neuronal systems and their link to behavior | 21/05/2019 | Bonn | UGOE | WP2-related content on adaptive networks and neuronal signiture of proactive behavior | |
| Sino-German Symposium on Biomimetic Systems | Talk on biologically inspired action encoding in robots | 03/06/2019 | Etelsen, Germany | UGOE | How to sequence actions in an efficient way, compatible with robotic applications. | http://www.isbe-online.org/?ui=english&mod=info&act=view&id=3736 |
| SmarterAAL’19 Workshop part of The 2019 Smart World Congress | The paper presents project developments from WP4, specifically related to the Web of Things gateway | 22/08/2019 | Leicester, UK | UPM | Project developments from WP4 – WoT gateway | http://www.smart-world.org/2019/index.php |
| Blackrock Workshop, Satellite Event of Society for Neuroscience Annual Meeting | Special workshop on wireless recording in NHP at world largest neuroscience conference | 21/10/2019 | Chicago, Il, USA | DPZ | Introduction to wireless technology as needed for SmartCage control | |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 07/11/2019 | Göttingen, Germany | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | |
| Neural Control: From Data to Machines | The workshop discussed all relevant neuroscientific aspects of Plan4Act | 11/15/2020 – 17/12/2020 | Online | UGOE, DPZ, SDU, UPM; MYS | Project General Information | https://alexandria.physik3.uni-goettingen.de/cns-group/projects/webinars/ |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 19/11/2020 | online | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare | |
| FELASA Lab animal science course, German Primate Center | Discussion of benefits of wireless technology in NHP research with international scientists and technicians | 21/04/2021 | online | DPZ | Discussion of potential benefits of wireless neurophysiology as used in Plan4Act for animal welfare |
Other events
32 events other than a conference or workshop are recorded.
| Name of Event | Summary | Date | Location | Name of Attendee | Main Results |
|---|---|---|---|---|---|
| Bio-inspired Robotics: From Biology to Technology | It is a half day special seminar for bachelor engineering students | 05/01/2017 | Rajamangala-Nan, Thailand | SDU | |
| Göttingerlange Nacht des Wissens | Major regional event in which the greater public is introduced to current topics persued at the Goettingen research campus | 17/01/2017 | Göttingen, Germany | DPZ | Demonstration of research examples to greater public |
| Talk and group discussion with master students in Psychology (Prof. Katja Fiehler) and Bewegungswissenschaften (Prof. Mathias Hegele), Universität Giessen | Visit of external student class from Psychology and Sports of the University Giessen | 27/02/2017 | Giessen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| Triesch Lab, Frankfurt Institute for Advanced Studies | 28/02/2017 | Frankfurt, Germany | UGOE | ||
| Wissenschaftsforum Aurich | Public talk and discussion about brain-machine interfaces | 01/03/2017 | Aurich, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| Radio interview NDR-Info science magazine “Logo” | Communication campaign to introduce the idea of Plan4act | 03/03/2017 | Göttingen, Germany | DPZ, UGOE | Introduction to the idea of Plan4act project |
| Breden-Reden, Schulen der Brede | Talk and discussion at a school about brain-machine interfaces | 04/04/2017 | Brakel, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| Deutsche BiotechnologieTagung DBT Hannover | Largest German biotechnology conference organized by the science ministry | 06/04/2017 | Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| NeuroscienceSeminar, TübingenUniversity | Invited seminar about cortical basis of action planning given to a neuroscience community | 17/05/2017 | Tübingen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| AI and biomedical engineering technology for Thailand 4.0, Special seminar, Rangsit University | It is a half day special seminar for bachelor biomedical engineering students | 26/07/2017 | Bangkok, Thailand | SDU | |
| Machine learning for real world applications, Data science & Engineering seminar of Vidyasirimedhi Institute of Science and Technology (VISTEC) | It is a full day seminar on Data Science, Robotics, and AI for the future and welfare | 16/08/2017 | Vidyasirimedhi, Thailand | SDU | |
| Mayr Lab, Technical University Dresden | 15/11/2017 | Dresden, Germany | UGOE | ||
| Asada Lab, Osaka University | 21/11/2017 | Osaka, Japan | UGOE | ||
| Advanced training course for teachers, German Primate Center | Continued eduction program for teachers | 22/11/2017 | Göttingen, Germany | DPZ | Train teachers on concepts of brain machine interfaces |
| Kawato Lab, Advanced Telecommunications Research Institute International | 22/11/2017 | Kyoto, Japan | UGOE | ||
| EIT Health Summit | The presentation was part of an invited talk and was related to Plan4Act general information, aims, impacts, and approach. | 04/12/2017 | London, UK | UPM | |
| AktionstagMedizin (Day of the Medical Sciences). UMG Göttingen | Special day at the University Medical Clinic to introduce med students to ongoing research | 06/12/2017 | Göttingen, Germany | DPZ | Introduction to sensorimotor neuroscience in the context of brain computer interfaces and Plan4Act |
| HosodaLab, Osaka University | 12/12/2017 | Osaka, Japan | UGOE | ||
| Europa vor Ort erleben, BügerEuropas, for students of the Berufsschulen Göttingen, hosting Bundestagsvizepräsident Thomas Oppermann, University Göttingen & German Primate Center | 22/12/2017 | Göttingen, Germany | DPZ,UGOE | Discussion with representative of German Government and students about research in the context of European collaborations on the example of Plan4Act | |
| KosugeLab, TohokuUniversity | 02/02/2018 | Sendai, Japan | UGOE | ||
| Tani Lab, Okinawa Institute of Science and Technology | 26/02/2018 | Okinawa, Japan | UGOE | ||
| Nakamura Lab, TokyoUniversity | 08/03/2018 | Tokyo, Japan | UGOE | ||
| Venture Lab, Tokyo University of Agriculture and Technology | 09/03/2018 | Tokyo, Japan | UGOE | ||
| AscentRobotic Inc. | 09/03/2018 | Tokyo, Japan | UGOE | ||
| GerstnerLab, EPFL | 12/06/2018 | Lausanne, Switzerland | UGOE | ||
| Shenoylab | Invited seminar about cortical basis of action planning given to a neuroscience community | 30/08/2018 | Stanford, CA | DPZ | Details of WP1-related content |
| Lecture at the INI Zurich | Lecture on adaptive neuronal networks to control robotic platforms | 01/11/2018 | Zurich | UGOE | WP2-related content on adaptive networks for control |
| Psychology Institute, University of Göttingen | Invited seminar about cortical basis of action planning given to a psychology community | 30/11/2018 | Göttingen, Germany | DPZ | Details of WP1-related content |
| Göttingerlange Nacht des Wissens 2019 | Major regional event in which the greater public is introduced to current topics persued at the Goettingen research campus | 26/01/2019 | Göttingen, Germany | DPZ | Demonstration of research examples to greater public https://www.ndw.uni-goettingen.de/ |
| Leibniz Konvent, Symposium on relevance of machine learning in the Leibniz Assocication | 22/03/2019 | Berlin, Germany | DPZ | Inform President of Leibniz Association about relevenz of machine learning and AI for BMIs | |
| Invited conference at Hong Kong University of Science and Technology | The invited conference was related to Plan4Act general information, aims, impacts, and approach. | 25/03/2019 | Hong Kong, China | UPM | Project General Information |
| Kalaska/Green/Cisek labs, University of Montreal | Invited seminar about cortical basis of action planning given to a neuroscience community | 14/06/2019 | Montreal, Canada | DPZ | Details of WP1-related content |
Training and Student Thesis
10 training events and 16 thesis works for bachelor, master and PhD degress are related to Plan4Act project:
| Type | Name of Event | Summary | Date | Location | Attendee | Details of the Event (Website, any other…) |
|---|---|---|---|---|---|---|
| Training | IoT and accessibility in smart homes webinar | The seminar presented general information and concepts related to IoT and accessibility in smart homes, information specifically related to the Web of Things gateway used for WP4 developments was presented. | 27/06/2018 | Online | UPM | https://owncloud.lst.tfo.upm.es/index.php/s/2uyN0wdvBPxPxQa/download |
| PublicLecture | Nacht des Wissens, Göttingen | Public Lecture on Cognition and Action Understanding in the Brain and in Robots General Lecture for public awareness of science (partially also focused on Plan4Act) | 26/01/2019 | Göttingen, Germany | UGOE | https://www.ndw.uni-goettingen.de/index.php?article_id=74&route_id=4#VO_4 |
| Seminartalk | Bejing Normal University, Inst. f. Neuroscience | Seminar talk on adaptive processes in the brain and their influence on action encoding | 18/04/2019 | Beijing, China | UGOE | |
| Seminartalk | University of Regensburg, Cogntive Neuroscience | Seminar talk on Action Understanding and encoding in humans and machine. Translational talk on how the encoding of action could be understood also from a psychological perspective | 14/05/2019 | Regensburg, Germany | UGOE | |
| Training | FENS ElecTrain Course on Neurophysiology | Special course for European students on recent advances in wireless recording techniques: Train students on wireless neurophysiology and chronic implants for BMI | 20/05/2019 | Göttingen, Germany | DPZ | |
| Training | Summer School on Primate Cognitive Neuroscience | International summer school, 1/2 day training of PhD students and Postdocs: Details of WP1-related content | 01/08/2019 | Bad Bevensen, Germany | DPZ | https://dfg-for-1847.dpz.eu/en/graduate-training/workshops-and-courses/summer-school-2019-primate-cognitive-neuroscience.html |
| PublicLecture (planned) | Hochschule Koblenz | Public Lecture on Cognition and Action Understanding in the Brain and in Ro General Lecture for public awareness of science (partially also focused on Plan4Act)bots: | 25/10/2019 | Koblenz, Germany | UGOE | |
| Training | Advanced FPGA hardware course | The coruse is part of master program at SDU: Project General Information and Details of WP3-related content | spring semester 2019 | Odense, Denmark | SDU | |
| Training | Summer school of hardware accelerator design | The summer school provides the participants basic knowlwdge on FPGA design for complex signal processing: Project General Information and Details of WP3-related content | the end of July, 2019 for one to two weeks | National Cheng Kung University, Taiwan | SDU | |
| Seminar lecture | Indraprastha Institute of Information Technology | Decoding action sequences for SmartHome control | 18/11/2020 | Delhi, India (online) | DPZ | Project General information plus Details of WP1 presented to international audience |
| Level | Name | Thesis Title | Partner |
|---|---|---|---|
| BACHELOR | De La Cal Martin, D. Diego | Development of an indoor trajectory prediction and classification for indoor human behavior analysis in a smart environment. | UPM |
| Gallardo Garcia, D. Carlos | Implementation of an artificial intelligence model for the prediction of movements and falls in real time | UPM | |
| Boettcher, Jannik | How does the physical effort influence parameters of action planning and selection | DPZ | |
| Müller, Niklas | Decoding Algorithms for Brain‐Control of 3DMovements Based on Local Field Potentials | DPZ | |
| MASTER | Holst Hviid, Daniel | Motion sequence control of a bio‐inspired robot using spiking neural networks | SDU |
| do Carmo, Ricardo R. | EMG‐Based Prosthetic Hand Control SDU | SDU | |
| Jauch, Jannik | Detailed Analysis of Sleep‐dependent memory Consolidation in Neural Circuits | UGOE | |
| Amann, Lukas | Inferring neural dynamics using LFADS for movement decoding in a 3D workspace | DPZ | |
| Franke, Josha | Adaptation in Three‐Dimensional Space | DPZ | |
| PhD | Luboeinski, Jannik | The role of synaptic tagging and capture for memory dynamics in spiking neural networks | UGOE |
| Herzog, Sebastian | Data‐driven modelling of non‐linear systems by means of artificial neural network hybrids | UGOE | |
| Michaelis, Carlo | Learning complex and adaptive movement sequences with spiking neural networks on Loihi (to be submitted End of 2021) | UGOE | |
| Lehr, Andrew | Learning sequences of actions in hierarchical neural networks (to be submitted End of 2021) | UGOE | |
Ahmed, Zurna | Neural Correlates of Action Effect Anticipation (to be submitted End of 2021) | DPZ | |
| Fortmann, Ole | Workspace‐dependent spatial encoding in monkey fronto‐parietal cortex (to be submitted End of 2021) | DPZ | |
| Hansmeyer, Laura | Proactive Planning of Action Sequences (to be submitted End of 2021) | DPZ |
Papers, publications and articles
39 papers, publications and articles have been published during the project lifetime which is in average almost 8 papers per year. Indeed, the number of papers and results published by the project in scientific medias have been has been rising year after year.
| Title | Authors | Jounal/Proc | Number, date | DOI | views |
|---|---|---|---|---|---|
| A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents | Dennis Goldschmidt, Poramate Manoonpong and Sakyasingha Dasgupta | Frontiers in neurorobotics | Front. Neurorobot., 12 April 2017 | https://doi.org/10.3389/fnbot.2017.00020 | 4061 |
| Symbol Emergence in Cognitive Developmental Systems: a Survey | Tadahiro Taniguchi, Emre Ugur, Matej Hoffmann, Lorenzo Jamone, Takayuki Nagai, Benjamin Rosman, Toshihiko Matsuka, Naoto Iwahashi, Erhan Oztop, Justus Piater, Florentin Wörgötter | IEEE TCDS | Aug 30, 2018 | https://ieeexplore.ieee.org/document/8451965 https://arxiv.org/pdf/1801.08829 | 1669 |
| Editorial: Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology | Poramate Manoonpong1,2,3* and Christian Tetzlaff4 | Frontiers in neurorobotics journal | Front. Neurorobot., 30 August 2018 | https://doi.org/10.3389/fnbot.2018.00053 | 2696 |
| Recognition and prediction of manipulation actions using Enriched Semantic Event Chains | Fatemeh Ziaeetabar, Tomas Kulvicius, Minija Tamosiunaite, Florentin Wörgötter | Robotics and Autonomous Systems | 110 (2018) 173–188 | https://www.sciencedirect.com/science/article/pii/S0921889018303725 | |
| Development of a real-time motor-imagery-based EEG brain-machine interface | Gal Gorjup, Rok Vrabic, Stoyan Petrov Stoyanov, Morten Østergaard Andersen, and Poramate Manoonpong | Part of the Lecture Notes in Computer Science book series (LNCS, volume 11307) | International Conference on Neural Information Processing ICONIP 2018: Neural Information Processing pp 610-622 Springer Cham | DOI https://doi.org/10.1007/978-3-030-04239-4_55 | 1.9K Downloads |
| A Scalable Echo State Networks Hardware Generator for Embedded Systems using High-level Synthesis | Huang N.S., Braun J.M., Larsen J.C., Manoonpong P. | In proceedings of the 8th Mediterranean Conference on Embedded Computing – MECO’2019 | IEEE xPlore Digital Library | DOI: 10.1109/MECO.2019.8760065 | 86 |
| Comparing Open-Source Toolboxes for Processing and Analysis of Spike and Local Field Potentials Data | Valentina A. Unakafova1 and Alexander Gail | Frontiers in Neuroinformatics journal | Front. Neuroinform., 30 July 2019 | https://doi.org/10.3389/fninf.2019.00057 | 9849 |
| peri-hand space expands beyond reach in the context of walk-and- reach movements | Michael Berger, Peter Neumann and Alexander Gail | Scientific Reports | Scientific Reports 9, Article number: 3013, 28 February 2019 | https://doi.org/10.1038/s41598-019-39520-8 | 1276 |
| A Theoretical Framework to Derive Simple, Firing-Rate-Dependent Mathematical Models of Synaptic Plasticity | J. Lappalainen, J. Herpich, C. Tetzlaff | Frontiers in Computational Neuroscience | 13:26 | https://doi: 10.3389/fncom.2019.00026 | 3949 |
| Teaching Hardware Implementation of Neural Networks using High-Level Synthesis in Less Than Four Hours for Engineering Education of Intelligent Embedded Computing | Huang N.S., Braun J.M., Larsen J.C., Manoonpong P. | Published In proceedings of the20th International Carpathian Control Conference (ICCC) | IEEE Explore | DOI: 10.1109/CarpathianCC.2019.8765994 | 108 |
| A fast online frequency adaptation mechanism for CPG-based robot motion control | Thor, M. and Manoonpong, P. | IEEE Robotics and Automation Letters | https://ieeexplore.ieee.org/document/8754697 | DOI: 10.1109/LRA.2019.2926660 | 431 |
| Error-based Learning Mechanism for Fast Online Adaptation in Robot Motor Control | Thor, M. and Manoonpong, P. | IEEE Transactions on Neural Networks and Learning Systems | IEEE Explore | 10.1109/TNNLS.2019.2927737 | 339 views |
| Embodied Synaptic Plasticity With Online Reinforcement Learning | Jacques Kaiser1*†, Michael Hoff1,2†, Andreas Konle1, J. Camilo Vasquez Tieck1, David Kappel2,3,4, Daniel Reichard1, Anand Subramoney2, Robert Legenstein2, Arne Roennau1, Wolfgang Maass2 and Rüdiger Dillmann1 | Frontiers Neurobotics | Front. Neurorobot., 03 October 2019 | https://doi.org/10.3389/fnbot.2019.00081 | 5315 |
| Action Prediction in Humans and Robots | F. Wörgötter, F. Ziaeetabar, S. Pfeiffer, O. Kaya, T. Kulvicius, M. Tamosiunaite | Scientic Reports | Cornell University arXiv.org | https://arxiv.org/ftp/arxiv/papers/1907/1907.01932.pdf | |
| Principles underlying the input-dependent formation and organization of memories | J. Herpich, C. Tetzlaff | Network Neuroscience | 3(2):606-634 | https://doi.org/10.1162/netn_a_00086 | 46 |
| Neural computational model GrowthEstimate: A model for studying living resources through digestive efficiency | Rungruangsak-Torrissen, K.; Manoonpong, P. | PLOS ONE | August 28, 2019 | https://doi.org/10.1371/journal.pone.0216030 | 955 |
| Evolving artificial neural networks with feedback | Sebastian Herzog, Christian Tetzlaff, Florentin Wörgötter | Neural Networks | 123:153-162 | https://doi.org/10.1016/j.neunet.2019.12.004 | 38 |
| KNX Semantic mapping through Web of Things | E. Simeoni, E. Gaeta, D. Carvajal, R. García, M. T. Arredondo-Waldmeyer | SENSORS- Special Issue “Internet of Things for Smart Homes and Industrial Application” | Deadline april 30th | ||
| End-to-End Rapid FPGA Prototyping for Proactive Embedded BMI Control | Nan-Sheng Huang, Jan-Matthias Braun, Ricardo Rodrigues do Carmo, Jørgen Christian Larsen, Poramate Manoonpong | 2020 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) | 978-1-7281-7399-3 | DOI: 10.1109/ICCE-Taiwan49838.2020.9258186 | 27 |
| AHEAD: Automatic Holistic Energy-Aware Design Methodology for MLP Neural Network Hardware Generation in Proactive BMI Edge Devices | Nan-Sheng Huang, Yi-Chung Chen, Jørgen Christian Larsen, and Poramate Manoonpong | Energies, MDPI, special issie in Performance, Power and Energy-Efficiency Optimization in Computer Architectures | Energies 2020, 13(9) | https://doi.org/10.3390/en13092180 | 557 |
| Autobot for Agile Generation of RBFNN Hardware Accelerator in Embedded Real-time Computing | Nan-Sheng Huang, Jørgen Christian Larsen, and Poramate Manoonpong | 2020 IEEE International Conference on Real-time Computing and Robotics | Date Added to IEEE Xplore: 30 December 2020 | 10.1109/RCAR49640.2020.9303043 | 18 |
| Humans Predict Action using Grammar-like Structures | F. Wörgötter, F. Ziaeetabar, S. Pfeiffer, O. Kaya, T. Kulvicius & M. Tamosiunaite | Scientific reports | Scientific Reports volume 10, Article number: 3999 (2020) | DOI: 10.1038/s41598-020-60923-5 | 996 |
| Hey, look over there: distraction effects on rapid sequence recall | Daniel Miner, Christian Tetzlaff | PLOS ONE | 15(4): e0223743 | https://doi.org/10.1371/journal.pone.0223743 | 299 |
| The self-organized learning of noisy environmental stimuli requires distinct phases of plasticity | Steffen Krüppel, Christian Tetzlaff | Network Neuroscience | 4(1):174-199 | https://doi.org/10.1162/netn_a_00118 | 15 |
| Wireless recording from unrestrained monkeys reveals motor goal encoding beyond immediate reach in frontoparietal cortex | Michael Berger, Naubahar Agah, and Alexander Gail | eLife | Cite this articleas: eLife 2020;9:e51322 | DOI: 10.7554/eLife.51322 | 2685 |
| The Interplay of Synaptic Plasticity and Scaling Enables Self-Organized Formation and Allocation of Multiple Memory Representations | Johannes Maria Auth, Timo Nachstedt and Christian Tetzlaff | Frontiers in Neural Circuits | 14:541728 | doi: 10.3389/fncir.2020.541728 | 2519 |
| Robust Trajectory Generation for Robotic Control on the Neuromorphic Research Chip Loihi | Carlo Michaelis, Andrew Lehr, Christian Tetzlaff | Frontiers in neurorobotics | 14:589532 | doi: 10.3389/fnbot.2020.589532 | 1931 |
| General distributed neural control and sensory adaptation for self‐organized locomotion and fast adaptation to damage of walking robots | Miguel‐Blanco, A. and Manoonpong, P. | Front. Neural Circuits. | Volume 14 Article 46 Year 2020 | doi: 10.3389/fncir.2020.00046 | 3821 |
| The Cone Method: Inferring Decision Times from Single-Trial 3D Movement Trajectories in Choice Behavior | Philipp Ulbrich and Alexander Gail | Behavioral Research Methods | s13428-021-01579-5 | https://doi.org/10.3758/s13428-021-01579-5 | 213 |
| Memory consolidation and improvement by synaptic tagging and capture in recurrent neural networks | Jannik Luboeinski & Christian Tetzlaff | Communications Biology Journal | Communications Biology volume 4, Article number: 275 (2021) | DOI: 10.1038/s42003-021-01778-y | 580 |
| A Secure and Scalable Smart Home Gateway to Bridge Technology Fragmentation | Ezequiel Simeoni, Eugenio Gaeta, Rebeca I. García‐Betances, Dave Raggett, Alejandro M. Medrano‐Gil, Diego F. Carvajal‐Flores, Giuseppe Fico, María Fernanda Cabrera‐ Umpiérrez and María Teresa Arredondo Waldmeyer | Special Issue Internet of Things for Smart Homes and Industrial Application | Volume 21 Issue 11 Year 2021 | https://doi.org/10.3390/s21113587 | 242 |
| Teaching hardware implementation of neural networks using high‐level synthesis in less than four hours for engineering education of intelligent embedded computing | Nan Sheng Huang, Jan Matthias Braun, Morgen Christian Larsen, and Poramate Manoonpong | Proceedings of the 2019 20th International Carpathian Control Conference | IBSN 978‐1‐7281‐0703‐5 Year 2019 | doi: 10.1109/CarpathianCC.2019.876 5994 | 110 |
| A scalable Echo State Networks hardware generator for smart embedded systems using high level synthesis | Nan Sheng Huang, Jan Matthias Braun, Morgen Christian Larsen, and Poramate Manoonpong | In 2019 8th Mediterranean Conference on Embedded Computing (MECO) | ISBN 9781728117409 Article number 8760065 Year 2019 | https://doi.org/10.1371/jour nal.pone.0216030 | 90 |
| Neural computational model GrowthEstimate: A model for studying living resources through digestive efficiency | Krisna Rungruangsak‐Torrissen and Poramate Manoonpong | PLOS ONE | 14(8): e0216030 Year 2019 | https://doi.org/10.1371/jour nal.pone.0216030 | 984 |
| A fast online frequency adaptation mechanism for CPG‐based robot motion control | Mathias Thor and Poramate Manoonpong | IEEE Robotics and Automation Letters | Volume 4 Issue 4 Year 2019 | doi: 10.1109/LRA.2019.2926660 | 431 |
| Error‐based Learning Mechanism for Fast Online Adaptation in Robot Motor Control | Mathias Thor and Poramate Manoonpong | IEEE Transactions on Neural Networks and Learning Systems | Volume 31 Issue 6 Year 2019 | 10.1109/TNNLS.2019.2927737 | 339 |
| Generic neural locomotion control framework for legged robots | Mathias Thor, Tomas Kulvicius, and Poramate Manoonpong | EEE Transactions on Neural Networks and Learning Systems | ISSN: 2162‐2388 Year 2020 | doi: 10.1109/TNNLS.2020.3016523 | 147 |
| General distributed neural control and sensory adaptation for self‐organized locomotion and fast adaptation to damage of walking robots | Aitor Miguel‐Blanco and Poramate Manoonpong | Frontiers in Neural Circuits | Volume 14 Article 46 Year 2020 | https://doi.org/10.3389/fncir.202 0.00046 | 4055 |
| Self‐organized structuring of recurrent neuronal networks for reliable information transmission | Daniel Miner, Florentin Wörgötter, Christian Tetzlaff, Michael Fauth | Biology | Volume 10 Article 577 Year 2021 | https://doi.org/10.3390/biology1 | – |
| Generation of Paths in a Maze using a Network without Learning | Tomas Kulvicius, Sebastian Herzog, Minija Tamosiunaite and Florentin Wörgötter | IEEE TNNLS | 2021, in press | Not yet available | – |