Jérémie Cabessa

49 papers B 14C 5Journal 14Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Argument Mining with Fine-Tuned Large Language Models. COLING Jérémie Cabessa, Hugo Hernault, Umer Mushtaq
2025	B	`conf`	Attractor Regimes of Boolean Recurrent Neural Networks subject to STDP and Global Plasticity. IJCNN Jérémie Cabessa, Alessandro E. P. Villa
2025	B	`conf`	Few-Shot High-Dimensional Feature Selection with Lagrange Programming Neural Networks. IJCNN Nourane Fradi, Jérémie Cabessa, Anis Zeglaoui
2025	J	`jnl`	Refined Kolmogorov complexity of analog, evolving and stochastic recurrent neural networks. Inf. Sci. Jérémie Cabessa, Yann Strozecki
2025	—	`conf`	Shaping Attractor Landscapes in Boolean Liquid State Machines via STDP and Global Plasticity. ICANN (5) Jérémie Cabessa, Alessandro E. P. Villa
2025	—	`conf`	The Power of Max Pooling Layer. ICANN (1) Jirí Síma, Jérémie Cabessa
2024	—	`conf`	Argument Mining in BioMedicine: Zero-Shot, In-Context Learning and Fine-tuning with LLMs. CLiC-it Jérémie Cabessa, Hugo Hernault, Umer Mushtaq
2024	J	`jnl`	In-Context Learning and Fine-Tuning GPT for Argument Mining. CoRR Jérémie Cabessa, Hugo Hernault, Umer Mushtaq
2024	J	`jnl`	On energy complexity of fully-connected layers. Neural Networks Jirí Síma, Jérémie Cabessa, Petra Vidnerová
2023	B	`conf`	Argument Mining with Modular BERT and Transfer Learning. IJCNN Umer Mushtaq, Jérémie Cabessa
2023	—	`conf`	Energy Complexity of Fully-Connected Layers. IWANN (1) Jirí Síma, Jérémie Cabessa
2023	J	`jnl`	Refined Kolmogorov Complexity of Analog, Evolving and Stochastic Recurrent Neural Networks. CoRR Jérémie Cabessa, Yann Strozecki
2022	—	`conf`	Argument Classification with BERT Plus Contextual, Structural and Syntactic Features as Text. ICONIP (4) Umer Mushtaq, Jérémie Cabessa
2022	—	`conf`	The EsnTorch Library: Efficient Implementation of Transformer-Based Echo State Networks. ICONIP (7) Jérémie Cabessa, Hugo Hernault, Yves Lamonato, Mathieu Rochat, Yariv Z. Levy
2022	B	`conf`	Turing Computation with Neural Networks Composed of Synfire Rings. IJCNN Jérémie Cabessa
2021	B	`conf`	Efficient Text Classification with Echo State Networks. IJCNN Jérémie Cabessa, Hugo Hernault, Heechang Kim, Yves Lamonato, Yariv Z. Levy
2020	J	`jnl`	Automata complete computation with Hodgkin-Huxley neural networks composed of synfire rings. Neural Networks Jérémie Cabessa, Aubin Tchaptchet
2019	B	`conf`	A Memory-Based STDP Rule for Stable Attractor Dynamics in Boolean Recurrent Neural Networks. IJCNN Jérémie Cabessa, Alessandro E. P. Villa
2019	J	`jnl`	Computational capabilities of analog and evolving neural networks over infinite input streams. J. Comput. Syst. Sci. Jérémie Cabessa, Olivier Finkel
2019	—	`conf`	Robust Optimal-Size Implementation of Finite State Automata with Synfire Ring-Based Neural Networks. ICANN (1) Jérémie Cabessa, Jirí Síma
2018	—	`conf`	An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network. ICANN (3) Jérémie Cabessa, Alessandro E. P. Villa
2018	B	`conf`	Automata Computation with Hodgkin-Huxley Based Neural Networks Composed of Synfire Rings. IJCNN Jérémie Cabessa, Aubin Tchaptchet
2017	B	`conf`	Emulation of finite state automata with networks of synfire rings. IJCNN Jérémie Cabessa, Paolo Masulli
2017	B	`conf`	Expressive Power of Evolving Neural Networks Working on Infinite Input Streams. FCT Jérémie Cabessa, Olivier Finkel
2017	—	`conf`	Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure. ICANN (1) Jérémie Cabessa, Alessandro E. P. Villa
2017	J	`jnl`	Limit-agreeing to disagree. J. Log. Comput. Christian W. Bach, Jérémie Cabessa
2017	—	`conf`	Neural Computation with Spiking Neural Networks Composed of Synfire Rings. ICANN (1) Jérémie Cabessa, Ginette Horcholle-Bossavit, Brigitte Quenet
2016	—	`conf`	Attractor Dynamics Driven by Interactivity in Boolean Recurrent Neural Networks. ICANN (1) Jérémie Cabessa, Alessandro E. P. Villa
2016	B	`conf`	Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network. IJCNN Jérémie Cabessa, Alessandro E. P. Villa
2016	J	`jnl`	Expressive Power of Nondeterministic Recurrent Neural Networks in Terms of their Attractor Dynamics. Int. J. Unconv. Comput. Jérémie Cabessa, Jacques Duparc
2016	J	`jnl`	Expressive power of first-order recurrent neural networks determined by their attractor dynamics. J. Comput. Syst. Sci. Jérémie Cabessa, Alessandro E. P. Villa
2015	B	`conf`	Computational capabilities of recurrent neural networks based on their attractor dynamics. IJCNN Jérémie Cabessa, Alessandro E. P. Villa
2015	—	`conf`	Expressive Power of Non-deterministic Evolving Recurrent Neural Networks in Terms of Their Attractor Dynamics. UCNC Jérémie Cabessa, Jacques Duparc
2014	C	`conf`	Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. ICANN Jérémie Cabessa, Alessandro E. P. Villa
2014	J	`jnl`	The Super-Turing Computational Power of plastic Recurrent Neural Networks. Int. J. Neural Syst. Jérémie Cabessa, Hava T. Siegelmann
2013	C	`conf`	The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks. ICANN Jérémie Cabessa, Alessandro E. P. Villa
2012	—	`conf`	Interactive Evolving Recurrent Neural Networks Are Super-turing. ICAART (1) Jérémie Cabessa
2012	C	`conf`	Recurrent Neural Networks - A Natural Model of Computation beyond the Turing Limits. IJCCI Jérémie Cabessa, Alessandro E. P. Villa
2012	J	`jnl`	The Computational Power of Interactive Recurrent Neural Networks. Neural Comput. Jérémie Cabessa, Hava T. Siegelmann
2012	J	`jnl`	The expressive power of analog recurrent neural networks on infinite input streams. Theor. Comput. Sci. Jérémie Cabessa, Alessandro E. P. Villa
2011	—	`conf`	Agreeing to Disagree with Limit Knowledge. LORI Christian W. Bach, Jérémie Cabessa
2011	B	`conf`	Evolving recurrent neural networks are super-Turing. IJCNN Jérémie Cabessa, Hava T. Siegelmann
2010	C	`conf`	A Hierarchical Classification of First-Order Recurrent Neural Networks. LATA Jérémie Cabessa, Alessandro E. P. Villa
2009	J	`jnl`	A Game Theoretical Approach to The Algebraic Counterpart of The Wagner Hierarchy: Part II. RAIRO Theor. Informatics Appl. Jérémie Cabessa, Jacques Duparc
2009	J	`jnl`	A game theoretical approach to the algebraic counterpart of the Wagner hierarchy: Part I. RAIRO Theor. Informatics Appl. Jérémie Cabessa, Jacques Duparc
2009	B	`conf`	Limit knowledge of rationality. TARK Christian W. Bach, Jérémie Cabessa
2009	—	`conf`	The Wadge Hierarchy of Max-Regular Languages. FSTTCS Jérémie Cabessa, Jacques Duparc, Alessandro Facchini, Filip Murlak
2008	C	`conf`	The Algebraic Counterpart of the Wagner Hierarchy. CiE Jérémie Cabessa, Jacques Duparc
2007	—	`—`	A game theoretical approach to the algebraic counterpart of the Wagner hierarchy. Jérémie Cabessa