Alessandro Aimar

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 6

Top Topics

Object Detection

Convolutional Neural Networks

Sparse Representation

Top Venues

Frontiers Neurorobotics

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Nicoletta Risi, Alessandro Aimar, Elisa Donati, Sergio Solinas, Giacomo Indiveri
A Spike-Based Neuromorphic Architecture of Stereo Vision. Frontiers Neurorobotics 14 (2020)
Iulia-Alexandra Lungu, Alessandro Aimar, Yuhuang Hu, Tobi Delbrück, Shih-Chii Liu
Siamese Networks for Few-Shot Learning on Edge Embedded Devices. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Nicolò De Rita, Alessandro Aimar, Tobi Delbrück
CNN-based Object Detection on Low Precision Hardware: Racing Car Case Study. IV (2019)
Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Moritz B. Milde, Daniel Neil, Alessandro Aimar, Tobi Delbrück, Giacomo Indiveri
ADaPTION: Toolbox and Benchmark for Training Convolutional Neural Networks with Reduced Numerical Precision Weights and Activation. CoRR (2017)
Alessandro Aimar, Hesham Mostafa, Enrico Calabrese, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Iulia-Alexandra Lungu, Moritz B. Milde, Federico Corradi, Alejandro Linares-Barranco, Shih-Chii Liu, Tobi Delbrück
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. CoRR (2017)