31 citations · 137 across the 21 of their papers we have counts for
23 papers
Bias-Induced Crossover in Absolute Capacity of Dense Associative Memory
Yuto Sakurai, Takeaki Shimokawa, Kazunori Iwata +1
The absolute capacity of dense associative memory has mainly been analyzed for unbiased patterns. Here we examine the effect of bias in centered binary patterns under the Krotov-Ho…
Sequential Retrieval in Dense Associative Memory: Asymptotic Dynamics and Storage Capacity
Mao Mishima, Ayaka Sakata, Kazushi Mimura
We study the retrieval dynamics of an -body asymmetric dense associative memory model, in which sequential retrieval is implemented by shifting one pattern index in the higher-o…
Dynamical mean field approach to associative memory model with non-monotonic transfer functions
Yoshiyuki Kabashima, Kazushi Mimura
The Hopfield associative memory model stores random patterns in synaptic couplings according to Hebb's rule and retrieves them through gradient descent on an energy function. This…
Neural Tangent Kernels and Fisher Information Matrices for Simple ReLU Networks with Random Hidden Weights
Jun'ichi Takeuchi, Yoshinari Takeishi, Noboru Murata +3
Fisher information matrices and neural tangent kernels (NTK) for 2-layer ReLU networks with random hidden weight are argued. We discuss the relation between both notions as a linea…
Dynamical Properties of Dense Associative Memory
Kazushi Mimura, Jun'ichi Takeuchi, Yuto Sumikawa +2
Dense associative memory, a fundamental instance of modern Hopfield networks, can store a large number of memory patterns as equilibrium states of recurrent networks. While the sta…
L0-regularized compressed sensing with Mean-field Coherent Ising Machines
Mastiyage Don Sudeera Hasaranga Gunathilaka, Yoshitaka Inui, Satoshi Kako +4
Coherent Ising Machine (CIM) is a network of optical parametric oscillators that solves combinatorial optimization problems by finding the ground state of an Ising Hamiltonian. As…