Siegelmann, Hava T.

1. Replay in Deep Learning: Current Approaches and Missing Biological Elements
   2021/04/01 by Tyler L. Hayes, Giri P. Krishnan, Hayes, Tyler L. +9 · 6 citations
   Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Sleep and Wakefulness Research #Sleep and related disorders
2. Signal Propagation: A Framework for Learning and Inference In a Forward Pass
   2022/04/04 by Adam Kohan, Kohan, Adam, Edward A. Rietman +3 · 5 citations
   Chemistry · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Electrochemical Analysis and Applications #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
3. Error Forward-Propagation: Reusing Feedforward Connections to Propagate Errors in Deep Learning
   2018/08/09 by Adam A. Kohan, Kohan, Adam A., Edward A. Rietman +3 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC) #Stochastic Gradient Optimization Techniques
4. Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
   2024/02/15 by Arjun Karuvally, Karuvally, Arjun, Terrence J. Sejnowski +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
5. Energy-based General Sequential Episodic Memory Networks at the Adiabatic Limit
   2022/12/11 by Arjun Karuvally, Terry Sejnowski, Karuvally, Arjun +3 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function