Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

A Theoretical Framework for Inference Learning


Jun 01, 2022
Nick Alonso , Beren Millidge , Jeff Krichmar , Emre Neftci


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability


May 18, 2022
Jinwei Xing , Takashi Nagata , Xinyun Zou , Emre Neftci , Jeffrey L. Krichmar


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Meta-learning Spiking Neural Networks with Surrogate Gradient Descent


Jan 26, 2022
Kenneth Stewart , Emre Neftci

* Submitted to IOP Neuromorphic Computing and Engineering for peer review 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Training Spiking Neural Networks Using Lessons From Deep Learning


Oct 01, 2021
Jason K. Eshraghian , Max Ward , Emre Neftci , Xinxin Wang , Gregor Lenz , Girish Dwivedi , Mohammed Bennamoun , Doo Seok Jeong , Wei D. Lu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Tightening the Biological Constraints on Gradient-Based Predictive Coding


Apr 30, 2021
Nick Alonso , Emre Neftci


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Hessian Aware Quantization of Spiking Neural Networks


Apr 29, 2021
Hin Wai Lui , Emre Neftci


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Gesture Similarity Analysis on Event Data Using a Hybrid Guided Variational Auto Encoder


Mar 31, 2021
Kenneth Stewart , Andreea Danielescu , Lazar Supic , Timothy Shea , Emre Neftci

* Submitted to ICCV 2021 for review 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference


Feb 20, 2021
Sourav Dutta , Georgios Detorakis , Abhishek Khanna , Benjamin Grisafe , Emre Neftci , Suman Datta


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation


Feb 10, 2021
Jinwei Xing , Takashi Nagata , Kexin Chen , Xinyun Zou , Emre Neftci , Jeffrey L. Krichmar

* Accepted by AAAI 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Online Few-shot Gesture Learning on a Neuromorphic Processor


Aug 03, 2020
Kenneth Stewart , Garrick Orchard , Sumit Bam Shrestha , Emre Neftci

* 10 pages, submitted to IEEE JETCAS for review 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>