FG

Filippo GRASSIA

Directeur de l’INSSET – Institut Supérieur des Sciences et Techniques. En tant que Directeur de l’INSSET – Institut Supérieur des Sciences et Techniques de l’Université de Picardie Jules Verne, j’assure la responsabilité du pilotage stratégique, académique et administratif de l’établissement.
31
Documents

Compétences

Réseaux de neurones bio-inspirés - Systèmes neuromorphiques - Intelligence artificielle embarquée

Publications

Publications

Enhanced Brain Tumor Classification with Convolutional Spiking Neural Networks

Brad Niepceron , Kenza Garreau , Ahmed Nait-Sidi-Moh , Filippo Grassia
2024 Artificial Intelligence Revolutions (AIR), Oct 2024, Roanne, France. pp.82-88, ⟨10.1109/AIR63653.2024.00026⟩
Communication dans un congrès hal-05057706 v1
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FPGA Design of a chaotic quartic-neuron model

Munehisa Sekikawa , Filippo Grassia
International Symposium on Nonlinear Theory and Its Applications - Nolta 2019, Dec 2019, Kuala Lumpur, Malaysia
Communication dans un congrès hal-04736380 v1

Réseaux de neurones artificiels biomimétiques pour de la bio-hybridation

Farad Khoyratee , Filippo Grassia , Sylvain Saïghi , Timothée Levi
Journées Francophones de la Recherche JFR 2019, Oct 2019, Tokyo, Japon
Communication dans un congrès hal-02893061 v1

A Metaheuristic Approach for Parameter Fitting in Digital Spiking Silicon Neuron Model

Takuya Nanami , Filippo Grassia , Takashi Kohno
ICAROB 2018: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, Feb 2018, Beppu, Japan. pp.465-468
Communication dans un congrès hal-03632177 v1
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Spike pattern recognition using artificial neuron and Spike-Timing-Dependent Plasticity implemented on a multi-core embedded platform

Filippo Grassia , Timothée Levi , E Doukkali , T Kohno
22th International Symposium on Artificial Life and Robotics, Jan 2017, Beppu, Japan
Communication dans un congrès hal-01567495 v1

Spike pattern recognition using biomimetic Spiking Neural Network

Takuya Nanami , Filippo Grassia , Manuel Blanco , Kazuyuki Aihara , Takashi Kohno et al.
SWARM 2017, Oct 2017, Kyoto, Japan
Communication dans un congrès hal-01709428 v1
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Biomimetic neural network for modifying biological dynamics during hybrid experiments

Matthieu Ambroise , Stefano Buccelli , Filippo Grassia , Antoine Pirog , Yannick Bornat et al.
22th International Symposium on Artificial Life and Robotics, Jan 2017, Beppu, Japan
Communication dans un congrès hal-01567497 v1
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Biomimetic CPGs for robotic applications

Timothée Levi , Matthieu Ambroise , Filippo Grassia , Sylvain Saïghi , Takashi Kohno et al.
International Symposium on Artificial Life and Robotics, Jan 2014, Beppu, Japan. pp.355-358
Communication dans un congrès hal-00956627 v1
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Silicon neuron: digital hardware implementation of the quartic model

Filippo Grassia , Timothée Levi , Takashi Kohno , Sylvain Saïghi
International Symposium on Artificial Life and Robotics, Jan 2014, Beppu, Japan. pp.359-362
Communication dans un congrès hal-00956628 v1

Biomimetic neural networks for hybrid experiments

Timothée Levi , Matthieu Ambroise , Filippo Grassia , Olivia Malot , Sylvain Saighi et al.
International Symposium on Neuromorphic and Non-linear Engineering, ISNNE, Feb 2014, Tokyo, Japan
Communication dans un congrès hal-01227638 v1

Conception d'un réseau de neurones du cœur de sangsue

Timothée Levi , Matthieu Ambroise , Filippo Grassia , Takashi Kohno
Journées Francophones de la Recherche JFR 2013, Nov 2013, Japon
Communication dans un congrès hal-00966010 v1

In vitro experimental and theoretical studies to restore lost neuronal functions: the Brain Bow experimental framework

Paolo Bonifazi , Paolo Massobrio , Timothée Levi , Francesco Difato , Gian L Breschi et al.
6th International IEEE EMBS Conference on Neural Engineering, Nov 2013, United States. pp.No. 0519
Communication dans un congrès hal-00966013 v1

Bifurcation analysis in a silicon neuron

Filippo Grassia , Timothée Levi , Sylvain Saïghi , Takashi Kohno
International Symposium on Artificial Life and Robotics, Jan 2013, Beppu, Japan. pp.53-58
Communication dans un congrès hal-00775856 v1

A Neuromimetic Spiking Neural Network for Simulating Cortical Circuits

Filippo Grassia , Timothée Levi , Jean Tomas , Sylvie Renaud , Sylvain Saïghi
45th Annual Conference on Information Sciences ans Systems, Mar 2011, Baltimore, United States. pp.1
Communication dans un congrès hal-00597648 v1

Brain tumor detection using selective search and pulse-coupled neural network feature extraction

Brad Niepceron , Filippo Grassia , Ahmed Nait Sidi Moh
Computing and Informatics, 2022, 41 (2, SI), pp.253-270. ⟨10.31577/cai20221253⟩
Article dans une revue hal-03724185 v1

Moving Medical Image Analysis to GPU Embedded Systems: Application to Brain Tumor Segmentation

Brad Niepceron , Ahmed Nait-Sidi-Moh , Filippo Grassia
Applied Artificial Intelligence, 2020, 34 (12), pp.866-879. ⟨10.1080/08839514.2020.1787678⟩
Article dans une revue hal-03632175 v1

Toward neuroprosthetic real-time communication from in silico to biological neuronal network via patterned optogenetic stimulation

Yossi Mosbacher , Farad Khoyratee , Miri Goldin , Sivan Kanner , Yenehaetra Malakai et al.
Scientific Reports, 2020, 10 (1), ⟨10.1038/s41598-020-63934-4⟩
Article dans une revue hal-02568187 v1
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A Neuromorphic Prosthesis to Restore Communication in Neuronal Networks

Stefano Buccelli , Yannick Bornat , Ilaria Colombi , Matthieu Ambroise , Laura Martines et al.
iScience, 2019, 19, pp.402-414. ⟨10.1016/j.isci.2019.07.046⟩
Article dans une revue hal-02482383 v1

Optimized Real-Time Biomimetic Neural Network on FPGA for Bio-hybridization

Farad Khoyratee , Filippo Grassia , Sylvain Saïghi , Timothée Levi
Frontiers in Neuroscience, 2019, 13, ⟨10.3389/fnins.2019.00377⟩
Article dans une revue hal-02482394 v1

Spike pattern recognition using artificial neuron and spike-timing-dependent plasticity implemented on a multi-core embedded platform

F. Grassia , Timothée Levi , E. Doukkali , T. Kohno
Artificial Life and Robotics, 2018, 23 (2), pp.200-204. ⟨10.1007/s10015-017-0421-y⟩
Article dans une revue hal-02482401 v1

A Metaheuristic Approach for Parameter Fitting in Digital Spiking Silicon Neuron Model

Takuya Nanami , Filippo Grassia , Takashi Kohno
Journal of Robotics, Networking and Artificial Life, 2018, 5 (1), pp.32-36
Article dans une revue hal-03632176 v1

Digital hardware implementation of a stochastic two-dimensional neuron model

Filippo Grassia , T Kohno , Timothée Levi
Journal of Physiology - Paris, 2017, ⟨10.1016/j.jphysparis.2017.02.002⟩
Article dans une revue istex hal-01562687 v1

A parameter optimization method for Digital Spiking Silicon Neuron model

Takuya Nanami , Filippo Grassia , Takashi Kohno
Journal of Robotics, Networking and Artificial Life, 2017, 4 (1), pp.97-101. ⟨10.2991/jrnal.2017.4.1.21⟩
Article dans une revue hal-03632178 v1

Biomimetic neural network for modifying biological dynamics during hybrid experiments

Matthieu B Ambroise , Stefano Buccelli , Filippo Grassia , Antoine Pirog , Yannick Bornat et al.
Artificial Life and Robotics, 2017, ⟨10.1007/s10015-017-0366-1⟩
Article dans une revue hal-01567477 v1

Digital Spiking Neural Network for closed-loop systems

Timothée Levi , Matthieu Ambroise , Filippo Grassia , Takashi Kohno , Sylvain Saïghi
Seisan Kenkyu, 2015, 67 (5), pp.573-579. ⟨10.11188/seisankenkyu.67.573⟩
Article dans une revue hal-01227591 v1

Silicon neuron: digital hardware implementation of the quartic model

Filippo Grassia , Timothée Levi , Sylvain Saighi , Takashi Kohno
Journal of Artificial Life and Robotics, 2014, 19 (3), pp.215-219
Article dans une revue hal-01227599 v1
Image document

Bifurcation analysis in a silicon neuron

Filippo Grassia , Timothée Levi , Sylvain Saïghi , Takashi Kohno
Journal of Artificial Life and Robotics, 2012, 17 (1), pp.53-58
Article dans une revue hal-00766340 v1

Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits

Laure Buhry , Filippo Grassia , Audrey Giremus , Eric Grivel , Sylvie Renaud et al.
Neural Computation, 2011, 23 (10), pp.2599-2625. ⟨10.1162/NECO_a_00170⟩
Article dans une revue hal-00625448 v1

Tunable neuromimetic integrated system for emulating cortical neuron models.

Filippo Grassia , Laure Buhry , Timothée Levi , Jean Tomas , Alain Destexhe et al.
Frontiers in Neuroscience, 2011, 5, pp.134. ⟨10.3389/fnins.2011.00134⟩
Article dans une revue hal-00684091 v1

Implémentation numérique de neurones biomimétiques stochastiques

Filippo Grassia , Takashi Kohno , Timothée Levi
ISTE OpenScience, Ingénierie cognitique / Cognitive Engineering, 2017
Chapitre d'ouvrage hal-01709424 v1