Delbruck, Tobi
- Training Deep Spiking Neural Networks using Backpropagation
2016/08/31 by Lee, Jun Haeng, Delbruck, Tobi, Pfeiffer, Michael · 18 citations
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- DDD17: End-To-End DAVIS Driving Dataset
2017/11/04 by Jonathan Binas, Binas, Jonathan, Daniel Neil +5 · 8 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
- DDD20 End-to-End Event Camera Driving Dataset: Fusing Frames and Events with Deep Learning for Improved Steering Prediction
2020/05/18 by Yuhuang Hu, Hu, Yuhuang, Jonathan Binas +7 · 9 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
- EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras
2019/03/18 by Anton Mitrokhin, Chengxi Ye, Mitrokhin, Anton +7 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
- v2e: From Video Frames to Realistic DVS Events
2020/06/13 by Yuhuang Hu, Shih‐Chii Liu, Hu, Yuhuang +3 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
- Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional\n Neural Network
2016/06/30 by Diederik Paul Moeys, Federico Corradi, Moeys, Diederik Paul +13 · 2 citations
Engineering · Neuroscience · #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing #Neural dynamics and brain function
- Shining light on the DVS pixel: A tutorial and discussion about biasing and optimization
2023/04/10 by Rui Graça, Brian McReynolds, Graça, Rui +3 · 3 citations
Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #Age of Information Optimization #Electronic and Structural Properties of Oxides #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Optimal biasing and physical limits of DVS event noise
2023/04/08 by Graca, Rui, McReynolds, Brian, Delbruck, Tobi · 3 citations
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Delta Networks for Optimized Recurrent Network Computation
2016/12/16 by Neil, Daniel, Lee, Jun Haeng, Delbruck, Tobi +1 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification
2019/05/17 by Linares-Barranco, Alejandro, Rios-Navarro, Antonio, Tapiador-Morales, Ricardo +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Feedback control of event cameras
2021/05/02 by Delbruck, Tobi, Graca, Rui, Paluch, Marcin · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
2023/12/14 by Chen, Xi, Gao, Chang, Wang, Zuowen +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement
2024/11/04 by Cheng, Longbiao, Pandey, Ashutosh, Xu, Buye +3 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Hardware Neural Control of CartPole and F1TENTH Race Car
2024/07/11 by Marcin Paluch, Paluch, Marcin, Florian Bolli +9 · 1 citation
Chemical Engineering · Engineering · #Advanced Combustion Engine Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Real-time simulation and control systems #Robotics (cs.RO) #Systems and Control (eess.SY) #Vehicle Dynamics and Control Systems #electronic engineering #information engineering