Jonathan Binas

According to our database1, Jonathan Binas authored at least 14 papers between 2012 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding.
CoRR, 2018

Generalization of Equilibrium Propagation to Vector Field Dynamics.
CoRR, 2018

Low-memory convolutional neural networks through incremental depth-first processing.
CoRR, 2018

Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations.
CoRR, 2018

2017
Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks.
CoRR, 2017

DDD17: End-To-End DAVIS Driving Dataset.
CoRR, 2017

2016
Precise deep neural network computation on imprecise low-power analog hardware.
CoRR, 2016

Deep counter networks for asynchronous event-based processing.
CoRR, 2016

Spiking analog VLSI neuron assemblies as constraint satisfaction problem solvers.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

2015
Spiking Analog VLSI Neuron Assemblies as Constraint Satisfaction Problem Solvers.
CoRR, 2015

Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Local structure helps learning optimized automata in recurrent neural networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity.
Front. Comput. Neurosci., 2014

2012
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012


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