Julian Büchel

Implementing Efficient Balanced Networks with Mixed-Signal Spike-Based Learning Circuits pdf

Giacomo Indiveri, Michel Perez, Julian Büchel, 2020, 2021 IEEE International Symposium on Circuits and Systems (ISCAS).

Ladder Networks for Semi-Supervised Hyperspectral Image Classification pdf

Okan K. Ersoy, Julian Büchel, 2018, ArXiv.

Network insensitivity to parameter noise via adversarial regularization pdf

Dylan R. Muir, Julian Büchel, Fynn Faber, 2021, ArXiv.

AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator pdf

S. R. Nandakumar, Irem Boybat, Abu Sebastian, 2021, ArXiv.

Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

Giacomo Indiveri, Sergio Solinas, Dylan R. Muir, 2021, Scientific Reports.