Visual-auditory saliency detection using event-driven visual sensors. - Himanshu Akolkar; David Reverter Valeiras; Ryad Benosman; Chiara Bartolozzi (EBCCSP, 2015)

Transport-Independent Protocols for Universal AER Communications. - Alexander D. Rast; Alan B. Stokes; Sergio Davies; Samantha V. Adams; Himanshu Akolkar; David R. Lester; Chiara Bartolozzi; Angelo Cangelosi; Steve B. Furber (ICONIP (4), 2015)

Spike time based unsupervised learning of receptive fields for event-driven vision. - Himanshu Akolkar; Stefano Panzeri; Chiara Bartolozzi (ICRA, 2015)

What Can Neuromorphic Event-Driven Precise Timing Add to Spike-Based Pattern Recognition? - Himanshu Akolkar; Cedric Meyer; Xavier Clady; Olivier Marre; Chiara Bartolozzi; Stefano Panzeri; Ryad Benosman (Neural Comput., 2015)

See before you see: Real-time high speed motion prediction using fast aperture-robust event-driven visual flow. - Himanshu Akolkar; Sio-Hoi Ieng; Ryad Benosman (CoRR, 2018)

Neutron-Induced, Single-Event Effects on Neuromorphic Event-Based Vision Sensor: A First Step and Tools to Space Applications. - Seth Roffe; Himanshu Akolkar; Alan D. George; Bernabé Linares-Barranco; Ryad Benosman (IEEE Access, 2021)

hARMS: A Hardware Acceleration Architecture for Real-Time Event-Based Optical Flow. - Daniel C. Stumpp; Himanshu Akolkar; Alan D. George; Ryad B. Benosman (IEEE Access, 2022)

The Challenges Ahead for Bio-inspired Neuromorphic Event Processors: How Memristors Dynamic Properties Could Revolutionize Machine Learning. - Marco Rasetto; Qingzhou Wan; Himanshu Akolkar; Bertram E. Shi; Feng Xiong; Ryad Benosman (CoRR, 2022)

Real-Time High Speed Motion Prediction Using Fast Aperture-Robust Event-Driven Visual Flow. - Himanshu Akolkar; Sio-Hoi Ieng; Ryad Benosman (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Building Time-Surfaces by Exploiting the Complex Volatility of an ECRAM Memristor. - Marco Rasetto; Qingzhou Wan; Himanshu Akolkar; Feng Xiong; Bertram E. Shi; Ryad Benosman (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures. - Marco Rasetto; Himanshu Akolkar; Ryad Benosman (CoRR, 2024)

Radiation-Induced Noise Resilience of Neuromorphic Architectures. - Seth Roffe; Himanshu Akolkar; Alan D. George; Ryad Benosman (J. Aerosp. Inf. Syst., 2024)

Flow-Based Visual Stream Compression for Event Cameras. - Daniel C. Stumpp; Himanshu Akolkar; Alan D. George; Ryad B. Benosman (IEEE Internet Things J., 2024)