Doctor of Philosophy (Computer Engineering). Currently employed at IBM Research - Zurich.
MemTorch. A Simulation Framework for Memristive Deep Learning Systems
188TCAS-STDP. IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures
29Memristive-Seizure-Detection-and-Prediction-by-Parallel-Convolutional-Neural-Networks. IEEE Transactions on Biomedical Circuits and Systems: Memristive Seizure Detection and Prediction by Parallel Convolutional Neural Networks
24Low-Power-and-High-Speed-Deep-FPGA-Inference-Engines-for-Weed-Classification. IEEE Access: Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge
11TBCAS-Towards-Healthcare-and-Biomedical-Applications. IEEE Transactions on Biomedical Circuits and Systems: Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications
7Accelerating-Stochastically-Binarized-Neural-Networks-on-FPGAs-using-OpenCL. 2019 IEEE International Midwest Symposium on Circuits and Systems: Accelerating Stochastically Binarized Neural Networks on FPGAs using OpenCL
6SST-Reproducibility. IOP Semiconductor Science and Technology: Empirical Metal-Oxide RRAM Device Endurance and Retention Model for Deep Learning Simulations
4Modeling-and-Simulating-In-Memory-Memristive-Deep-Learning-Systems. Array: Modeling and Simulating In-Memory Memristive Deep Learning Systems: An Overview of Current Efforts
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