knut0815/neuromorphic_computers

A list of references for a scientist that would like to design and build neuromorphic computers

neuromorphic_computers

Motivation:

1. Is there a better test of neuroscience theory than to physically build a brain?
2. Neuromorphic computers promise to significantly reduce the expected carbon footprint of AI technology.
3. This is closely related to my interest in the thermodynamics of computation.

Basics:

1. Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems (Computational Neuroscience Series) by Chris Eliasmith & Charles Anderson
2. Neuronal Dynamics(online book)
3. Human Brain Project lectures

Research labs:

1. Electronic Visions
2. Human Brain Project
3. Brains in Silicon
4. http://avlsi.csl.yale.edu/bio.php
5. Neuromorphic Cognitive Robots
6. Neuromorphic Cognitive Systems
7. Eliasmith Research Group

Projects:

1. BrainScaleS
2. Nengo
3. Spinnaker

Researchers:

1. Kwabena Boahen, Stanford
2. Giacomo Indiveri, ETH
3. https://www.nist.gov/people/jeff-shainline
4. https://www.kip.uni-heidelberg.de/user/mpedro/
5. Yulia Sandamirskaya
6. Mike Davies, Intel
7. Mihai Petrovici, Bern Computational Neuroscience group

References on neuromorphic computation:

1. G. Indiveri et al. Neuromorphic Silicon Neuron Circuits
2. G. Indiveri et al. Memory and information processing in neuromorphic systems. 2015.
3. S. Liu & T. Delbruck. Neuromorphic sensory systems. 2010.
4. K. Boahen. Point-to-point connectivity between neuromorphic chips using address events. 2000.

...more will be added soon.