Chris Eliasmith
Papers
10
Total Citations
436
H-Index
7
About
Chris Eliasmith is a leading figure in computational neuroscience and neuromorphic engineering, renowned for bridging the gap between biological neural systems and artificial intelligence. His research centers on developing large-scale, biologically-plausible spiking neural networks and deploying them on low-power neuromorphic hardware. Eliasmith’s major contributions include pioneering the use of leaky integrate-and-fire (LIF) neurons in deep networks, achieving state-of-the-art results on benchmarks like CIFAR-10 and MNIST (217 citations), and creating neurorobotic systems that mimic human tactile perception for texture classification (70 citations). He has also been instrumental in comparing neuromorphic platforms, such as Loihi and SpiNNaker 2, for low-latency keyword spotting and adaptive robotic control (50 citations). His work on event-based neural computing for autonomous mobile platforms (44 citations) and spiking SLAM systems (21 citations) demonstrates his impact on embodied cognition. Notably, Eliasmith leads the development of Nengo, a powerful neural modeling library that enables researchers to simulate and deploy spiking networks on custom hardware, making his tools widely accessible. His visionary perspective on building sophisticated cognitive machines, outlined in his 2015 review, continues to inspire the field.
Research Focus
Key Achievements
Top Papers
- 1Spiking Deep Networks with LIF Neurons217 citations · 2015
- 2Human-Inspired Neurorobotic System for Classifying Surface Textures by Touch70 citations · 2016
- 3
- 4Event-based neural computing on an autonomous mobile platform44 citations · 2014
- 5Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware21 citations · 2012
- 6Exploiting semantic information in a spiking neural SLAM system15 citations · 2023
- 7An adaptive spiking neural controller for flapping insect-scale robots7 citations · 2017
- 8Nengo and Low-Power AI Hardware for Robust, Embedded Neurorobotics5 citations · 2020
- 9
- 10On the Eve of Artificial Minds3 citations · 2015