Kamal Danouchi

14 papers A 3B 1Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations. DATE Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2024	J	`jnl`	Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations. CoRR Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2024	A	`conf`	NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI. DATE Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2024	J	`jnl`	NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI. CoRR Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2024	B	`conf`	Testing Spintronics Implemented Monte Carlo Dropout-Based Bayesian Neural Networks. ETS Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	—	`conf`	Robustness and Power Efficiency in Spin-Orbit Torque-Based Probabilistic Logic Circuits. ISVLSI Kamal Danouchi, Guillaume Prenat, Philippe Talatchian, Louis Hutin, Lorena Anghel
2023	A	`conf`	Scalable Spintronics-based Bayesian Neural Network for Uncertainty Estimation. DATE Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	J	`jnl`	Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale. CoRR Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	J	`jnl`	Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics Implementation. CoRR Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	J	`jnl`	SpinBayes: Algorithm-Hardware Co-Design for Uncertainty Estimation Using Bayesian In-Memory Approximation on Spintronic-Based Architectures. ACM Trans. Embed. Comput. Syst. Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	J	`jnl`	SpinDrop: Dropout-Based Bayesian Binary Neural Networks With Spintronic Implementation. IEEE J. Emerg. Sel. Topics Circuits Syst. Soyed Tuhin Ahmed, Kamal Danouchi, Christopher Münch, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2023	J	`jnl`	Spintronic Memristor-Based Binarized Ensemble Convolutional Neural Network Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ghislain Takam Tchendjou, Kamal Danouchi, Guillaume Prenat, Lorena Anghel
2022	—	`conf`	Binary Bayesian Neural Networks for Efficient Uncertainty Estimation Leveraging Inherent Stochasticity of Spintronic Devices. NANOARCH Soyed Tuhin Ahmed, Kamal Danouchi, Christopher Münch, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori
2022	—	`conf`	Spin Orbit Torque-based Crossbar Array for Error Resilient Binary Convolutional Neural Network. LATS Kamal Danouchi, Guillaume Prenat, Lorena Anghel